HomeServicesResearchInsightsBook Diagnostic
Original research · August 2026 · Edition 1

Who Perplexity actually cites

We ran 200 decision-stage B2B queries through Perplexity's live search mode, logged every structured citation, and ranked the domains. The most-cited source is not a vendor. It is Reddit.

200
Queries
1,896
Citations
750
Unique domains
9.5
Avg cites / query
Executive summary

A public leaderboard, built from real citations

GEO advice is cheap. Measurement is not. This first edition answers one question with primary data: when a B2B buyer asks Perplexity for a recommendation, which domains get named?

We used comparison, alternatives, and "best X for Y" prompts across CRM, email, project management, analytics, and customer support. Every response returned citations. Zero empty answers. The citation stream came from Perplexity's structured annotation field, not from regex guesses in the prose.

Reddit appeared in 48.0% of all queries and was the top domain in every category. G2, LinkedIn, Zapier, and a long tail of comparison sites beat most vendor homepages. The brands spending on "AI-optimised" blogs are not the ones collecting the citations.

This is a single-system edition. ChatGPT and Gemini citation streams are not exposed the same way through available APIs, so they wait for a later edition. Better a real one-system number than a three-way comparison we did not run.

At a glance

Queries executed200
Zero-citation responses0%
Citations extracted1,896
Unique domains750
Avg citations / query9.48
Min / max cites in one answer6 / 10
Queries citing Reddit48.0%
Modelperplexity/sonar-pro
Run date16 Aug 2026
Headline findings

What the 1,896 citations say

48%
Queries cite Reddit
96 of 200 prompts pulled at least one reddit.com URL. It is #1 in CRM, email, project management, analytics, and support.
750
Unique domains
A long tail. Most cited properties appear once. The citation graph is not a shortlist of ten brands.
9.5
Citations per answer
Perplexity is generous. Every query produced between 6 and 10 structured citations.
#7
Salesforce in CRM
Nimble (15) and Insightly (13) out-cite Salesforce (7) in the CRM set. Size is not the ranking signal.

What this means for a B2B brand

If Perplexity is part of your buyer's research path, a comparison thread and a useful niche review currently outrank a polished product homepage. The work is to become the extractable source, not to out-spend the category leader on generic "AI visibility" posts.

Overall ranking

The 25 most-cited domains

Ranked by how many of the 200 queries cited the domain at least once. Reddit is in a different league from everything else.

#DomainQueries citing it% of studyRelative
1reddit.com9648.0%
2g2.com3316.5%
3linkedin.com2412.0%
4zapier.com178.5%
5sequenzy.com178.5%
6featurebase.app168.0%
7monday.com168.0%
8emailtooltester.com147.0%
9zendesk.com126.0%
10thedigitalprojectmanager.com115.5%
11kayako.com115.5%
12sourceforge.net105.0%
13trustradius.com105.0%
14capterra.com105.0%
15forbes.com105.0%
16larksuite.com105.0%
17emailvendorselection.com105.0%
18eesel.ai105.0%
19mixpanel.com94.5%
20posthog.com94.5%
21resources.rework.com94.5%
22pipeline.zoominfo.com94.5%
23nimble.com94.5%
24insightly.com94.5%
25crisp.chat94.5%
Distribution

Reddit rate and citation density

Share of queries citing Reddit, by category

Project management is the most forum-heavy. Email is the least. None drop below 42%.

Average citations per query

Density is stable. Perplexity does not starve one category of sources.

Category snapshots

Who leads when Reddit is set aside

Each card shows the top eight cited domains in that category, plus the Reddit rate. The notes are from the same 40-query slices.

CRM

Reddit 45.0%
9.2
Avg cites
184
Unique domains
40
Queries

Nimble and Insightly out-cite Salesforce. The assumed category owner is not the cited reference.

reddit.com
22
nimble.com
15
monday.com
13
insightly.com
13
pipedrive.com
9
pipeline.zoominfo.com
7
salesforce.com
7
attio.com
7

Email marketing

Reddit 42.5%
9.7
Avg cites
182
Unique domains
40
Queries

Sequenzy and Campaign Monitor sit above Mailchimp. Household names do not automatically win the citation.

reddit.com
17
sequenzy.com
16
campaignmonitor.com
16
braze.com
12
mailchimp.com
10
g2.com
10
emailtooltester.com
9
emailvendorselection.com
9

Project management

Reddit 57.5%
9.3
Avg cites
176
Unique domains
40
Queries

Highest Reddit rate of the five. Atlassian, Asana, Wrike, and Monday follow the forum threads.

reddit.com
31
atlassian.com
15
asana.com
14
wrike.com
12
monday.com
11
zapier.com
9
thedigitalprojectmanager.com
9
teamwork.com
9

Analytics

Reddit 47.5%
9.55
Avg cites
174
Unique domains
40
Queries

Mixpanel leads vendor domains. Open-source Matomo sits ahead of Adobe and Amplitude.

reddit.com
27
mixpanel.com
19
matomo.org
13
business.adobe.com
11
amplitude.com
10
docs.mixpanel.com
9
posthog.com
9
userpilot.com
9

Customer support

Reddit 47.5%
9.65
Avg cites
174
Unique domains
40
Queries

Help Scout leads. Featurebase and Kayako out-cite Zendesk.

reddit.com
22
helpscout.com
15
featurebase.app
14
kayako.com
13
crisp.chat
12
g2.com
12
kustomer.com
11
zendesk.com
9
Full category tables

Top 20 domains in each category

Citation counts are occurrences across the 40 queries in that category. A domain cited twice in one answer still counts once per query in the overall ranking above; these tables count raw citation annotations.

CRM

#DomainCitationsShare of category leader
1reddit.com22
2nimble.com15
3monday.com13
4insightly.com13
5pipedrive.com9
6pipeline.zoominfo.com7
7salesforce.com7
8attio.com7
9nutshell.com7
10folk.app6
11g2.com5
12larksuite.com5
13forbes.com5
14crm.org5
15prospeo.io4
16linkedin.com4
17zoho.com4
18thestarrconspiracy.com4
19creatio.com4
20zendesk.com4

Email marketing

#DomainCitationsShare of category leader
1reddit.com17
2sequenzy.com16
3campaignmonitor.com16
4braze.com12
5mailchimp.com10
6g2.com10
7emailtooltester.com9
8emailvendorselection.com9
9maestra.io8
10getvero.com7
11moengage.com7
12brevo.com6
13trypropel.ai6
14customer.io6
15selzy.com5
16linkedin.com5
17docs.customer.io5
18hubspot.com4
19gartner.com4
20mailmodo.com4

Project management

#DomainCitationsShare of category leader
1reddit.com31
2atlassian.com15
3asana.com14
4wrike.com12
5monday.com11
6zapier.com9
7thedigitalprojectmanager.com9
8teamwork.com9
9linkedin.com8
10todoist.com7
11forbes.com5
12clickup.com5
13productive.io5
14rock.so5
15femaleswitch.com5
16larksuite.com5
17tech.co4
18growthmethod.com4
19taskrhino.ca4
205day.io4

Analytics

#DomainCitationsShare of category leader
1reddit.com27
2mixpanel.com19
3matomo.org13
4business.adobe.com11
5amplitude.com10
6docs.mixpanel.com9
7posthog.com9
8userpilot.com9
9analytics-alternatives.com8
10heap.io7
11plausible.io7
12linkedin.com6
13metabase.com6
14stage2.capital6
15usermaven.com5
16g2.com5
17experienceleague.adobe.com5
18improvado.io4
19fathom.ai4
20cometly.com4

Customer support

#DomainCitationsShare of category leader
1reddit.com22
2helpscout.com15
3featurebase.app14
4kayako.com13
5crisp.chat12
6g2.com12
7kustomer.com11
8zendesk.com9
9eesel.ai9
10happyfox.com6
11ecosystem.hubspot.com6
12livechat.com5
13clonepartner.com5
14gorgias.com5
15front.com5
16proprofschat.com5
17capterra.com4
18linkedin.com4
19sourceforge.net4
20ustechautomations.com4
Methodology

How to reproduce this

1. Query set

200 prompts, 40 per category. Seeded generator (seed 20260816) so the exact list can be re-run. Decision-stage only: comparisons, alternatives, best-for, pricing, use-case. Informational "what is X" prompts excluded.

2. System

Perplexity via OpenRouter, model perplexity/sonar-pro, temperature 0.2. Live search mode. Citations taken from the structured annotations.url_citation field, not from URLs guessed in the prose.

3. Recording

Full URL stored. Domain normalised by stripping www. A product path and a blog path on the same host both increment that domain.

4. Scoring

Per-query presence for the overall table. Raw annotation counts for category tables. Reddit rate = share of queries with at least one reddit.com citation.

Known limits of edition 1

Single engine. Two hundred prompts, not two thousand. No ChatGPT or Gemini citation stream. Results will drift as Perplexity's index moves. The first edition is deliberately narrow so the method can be challenged and forked.

Implications

What a marketing team should do with this

01

Stop treating vendor homepages as the prize

In CRM, two smaller tools out-cite Salesforce. In support, Help Scout leads Zendesk. Citation share is not brand awareness.

02

Forums are the current index

Nearly half of all queries cite Reddit. If buyers research in Perplexity, a useful thread is currently more extractable than a campaign landing page.

03

Comparison pages still work

G2, Capterra, TrustRadius, Emailtooltester, The Digital Project Manager: independent comparison inventory keeps showing up. That is a page type worth owning, honestly written.

04

Measure one engine properly

A public, boring methodology beats a black-box "AI visibility score." This page is the Perplexity slice. Later editions add the other engines when their citation streams are readable.

Appendix

All 200 prompts and the domains they cited

The exact prompt text, citation count, and first eight cited domains. Raw JSONL is available on request at hello@datadab.com.

CategoryPromptCitesDomains
CRMSalesforce vs Nimble for revops-led teams6nimble.com, pipeline.zoominfo.com, prospeo.io, arisegtm.com, tripledart.com, revops.tools
CRMHubSpot vs Microsoft Dynamics 365 for agencies10randgroup.com, reddit.com, hubspot.com, cargas.com, stacksync.com, sybill.ai, bakedwith.com, dynatechconsultancy.com…
CRMPipedrive vs Monday CRM for revops-led teams8zapier.com, monday.com, reddit.com, business.com, pipedrive.com, onsaas.me, marketwatch.com
CRMClose vs Salesforce for enterprise sales teams9close.com, tomba.io, salesforce.com, efficient.app, ramp.com, prospeo.io, folk.app, stackfix.com…
CRMAttio vs Microsoft Dynamics 365 for PLG software companies9attio.com, linkedin.com, stacksync.com, reddit.com, news.aakashg.com, slashdot.org, softwareadvice.co.nz
CRMZoho CRM vs Freshsales for PLG software companies6zoho.com, freshworks.com, nutshell.com, capterra.com, g2.com, technologyadvice.com
CRMMicrosoft Dynamics 365 vs Insightly for startups under 50 people10insightly.com, switchonbusiness.com, trustradius.com, technologyadvice.com, causal.app, onepagecrm.com, techradar.com, taloflow.ai
CRMFreshsales vs Zoho CRM for revops-led teams8zoho.com, freshworks.com, saleoid.com, gooobus.com, nutshell.com, g2.com, technologyadvice.com, crmversus.com
CRMMonday CRM vs Zoho CRM for agencies9gartner.com, monday.com, reddit.com, pipeline.zoominfo.com, pipedrive.com, elevatiq.com, svennis.eu, nutshell.com
CRMCopper vs Freshsales for revops-led teams10vendorclash.com, cleverops.com.au, crmversus.com, folk.app, salestoolsstack.com, stackfix.com, femaleswitch.com, sourceforge.net…
CRMNimble vs Close for agencies10nimble.com, folk.app, simply-crm.com, reddit.com, lessannoyingcrm.com, vendorclash.com, getapp.com, trustradius.com…
CRMInsightly vs Close for mid-market B2B SaaS teams8integrateiq.com, insightly.com, resources.rework.com, weekcrm.com, rfp.wiki, vendorclash.com, b2bsaasmarket.com, outmano.com
CRMPipedrive pricing for startups under 50 people9pipedrive.com, axisconsulting.io, zeeg.me, larksuite.com, emailtooltester.com, support.pipedrive.com, forbes.com, method.me
CRMis Nimble a good fit for enterprise sales teams?8nimblework.com, businesswire.com, project-management.com, rfp.wiki, support.nimble.com, puzzleinbox.com, adaptive-business.com
CRMCopper pricing for mid-market B2B SaaS teams10linkedin.com, thestarrconspiracy.com, saas-capital.com, copper.com, saasbusinessmodel.com, vendorbenchmark.com, usagepricing.com, costbench.com…
CRMbest pipedrive for enterprise sales teams10pipedrive.com, saleshive.com, pipelinecrm.com, prospeo.io, crm.org, syncgtm.com, business.com
CRMbest attio for revops-led teams8attio.com, lightfield.app, autorfp.ai, reddit.com, chiefrevenuebuddy.com, thegtmdirectory.com, novlini.io, revalign.io
CRMbest nimble for enterprise sales teams10nimble.com, pipeline.zoominfo.com, businesswire.com, reddit.com, project-management.com, support.nimble.com, larksuite.com
CRMalternatives to Salesforce for mid-market B2B SaaS teams10thestarrconspiracy.com, creatio.com, tekstack.com, pipeline.zoominfo.com, tribecrm.eu, zendesk.com, gartner.com, monday.com…
CRMSalesforce pricing for enterprise sales teams10salesforce.com, reddit.com, method.me, tech.co, syncgtm.com, zeeg.me, rolustech.com
CRMalternatives to Monday CRM for agencies10bigcontacts.com, reddit.com, goodday.work, nutshell.com, thedigitalprojectmanager.com, nimble.com, workamajig.com, worksection.com…
CRMis Attio a good fit for startups under 50 people?9attio.com, reddit.com, coffee.ai, novlini.io, automationjinn.com, 5050growth.com
CRMalternatives to Salesforce for ecommerce teams10creatio.com, reddit.com, salesforce.com, ardncloudsolutions.com, integrateiq.com, zendesk.com, shopify.com, shopware.com…
CRMbest monday crm for ecommerce teams9monday.com, nimble.com, reddit.com, crm.org, folk.app
CRMis Insightly a good fit for mid-market B2B SaaS teams?10insightly.com, saleshive.com, checkthat.ai, saasrat.com, saasradarpro.com, techradar.com, toolsolved.com
CRMbest close for revops-led teams9revopscoop.com, skaled.com, dock.us, reddit.com, revops.ai, revops.tools, turnstile.ai, maxio.com…
CRMtop tools for managing a 200-person sales org in startups under 50 people10salesforce.com, close.com, naw.org, reddit.com, kaspr.io, storylane.io, fluentboards.com, salesmotion.io…
CRMalternatives to Salesforce for agencies10creatio.com, zendesk.com, nubeginning.com, emailvendorselection.com, juro.com, devrev.ai, jotform.com, clarify.ai…
CRMalternatives to Microsoft Dynamics 365 for PLG software companies10insightly.com, rillet.com, integrow.com, servicedynamics365.com, randgroup.com, omniful.ai, doss.com, crm.org…
CRMalternatives to Monday CRM for startups under 50 people10bigcontacts.com, nutshell.com, thedigitalprojectmanager.com, insightly.com, reddit.com, nimble.com, salestrics.com, resources.rework.com…
CRMbest monday crm for enterprise sales teams9monday.com, businessnewsdaily.com, larksuite.com, crm.org, folk.app, till-freitag.com
CRMbest freshsales for enterprise sales teams8freshworks.com, onepagecrm.com, crm.org, capterra.com, forbes.com, marketbetter.ai, business.com, larksuite.com
CRMalternatives to Copper for enterprise sales teams10monday.com, zeeg.me, gartner.com, cotera.co, act.com, enginy.ai, insightly.com, nutshell.com…
CRMbest nimble for agencies9nimble.com, pipeline.zoominfo.com, nimbleway.com, reddit.com, worldmetrics.org, nymble.io
CRMalternatives to Nimble for revops-led teams9pipeline.zoominfo.com, nimble.com, agilecrm.com, zime.ai, sourceforge.net, zapier.com, g2.com, salessupportstaff.com…
CRMtop tools for handling a high-volume inbound funnel in mid-market B2B SaaS teams9virayo.com, influ2.com, saas-hackers.com, poweredbysearch.com, howdygo.com, cobloom.com, lagrowthmachine.com, inflowave.io…
CRMalternatives to Zoho CRM for enterprise sales teams10zoho.com, act.com, spotio.com, pipeline.zoominfo.com, creatio.com, pixcell.io, nutshell.com, integrateiq.com…
CRMbest hubspot for enterprise sales teams10hubspot.com, insightly.com, marketbetter.ai, blog.hubspot.com, meetergo.com, liftenablement.com, community.hubspot.com, spotio.com…
CRMis Nimble a good fit for mid-market B2B SaaS teams?9linkedin.com, thestarrconspiracy.com, nrich.io, visdum.com, revalign.io, forbes.com, support.nimble.com, nimble.com
CRMPipedrive pricing for revops-led teams10pipedrive.com, linkedin.com, blog.gorevx.com, reddit.com, axisconsulting.io, forbes.com, theautomationsguide.com, support.pipedrive.com…
Email marketingKlaviyo vs HubSpot Email for newsletter publishers9emailtooltester.com, blog.revpartners.io, maestra.io, reddit.com, hubspot.com, 20northmarketing.com, inboxarmy.com, themarketstack.com…
Email marketingMailchimp vs HubSpot Email for B2B SaaS teams10hubspot.com, mailchimp.com, zapier.com, emailtooltester.com, brew.new, mailercloud.com, dripemailtools.com
Email marketingHubSpot Email vs Campaign Monitor for retail DTC brands10emailtoolcompare.com, sequenzy.com, winsavvy.com, g2.com, selzy.com, inboxreads.co, campaignmonitor.com, blog.hubspot.com…
Email marketingActiveCampaign vs Braze for retail DTC brands10trustradius.com, sequenzy.com, marketingautomationinsider.com, g2.com, gartner.com, emailvendorselection.com, digitalapplied.com, infotech.com…
Email marketingIterable vs HubSpot Email for newsletter publishers10fivetran.com, g2.com, mailfloss.com, 6sense.com, reddit.com, gartner.com, winsavvy.com, sequenzy.com…
Email marketingBraze vs Customer.io for early-stage startups10getvero.com, g2.com, linkedin.com, try.customer.io, reddit.com, trustradius.com, sequenzy.com, questera.ai…
Email marketingCustomer.io vs Iterable for mid-market marketers10maestra.io, try.customer.io, g2.com, leadrpro.com, getoden.com, getvero.com, iterable.com, stackoverlap.app…
Email marketingConvertKit vs Klaviyo for ecommerce brands10sequenzy.com, reddit.com, marissaputtagio.com, undergroundecom.com, inboxarmy.com, sendpulse.com, youtube.com, campaignmonitor.com
Email marketingDrip vs HubSpot Email for B2B SaaS teams8sequenzy.com, community.hubspot.com, pixcell.io, reddit.com, drip.com, selzy.com, marketingautomationinsider.com
Email marketingSendGrid vs Drip for newsletter publishers8selzy.com, audienceful.com, twilio.com, inboxreads.co, mailmodo.com, stackfix.com, reddit.com, emailtoolcompare.com
Email marketingBrevo vs Drip for newsletter publishers10hackceleration.com, pressgeo.com, mailmodo.com, mailercloud.com, brevo.com, selzy.com, sender.net, drip.com…
Email marketingCampaign Monitor vs SendGrid for early-stage startups10campaignmonitor.com, selzy.com, g2.com, mailmodo.com, sendgrid.com, inboxreads.co
Email marketingtop tools for segmenting a large list in B2B SaaS teams10contentsquare.com, baremetrics.com, growleads.io, maestra.io, cometly.com, thecxlead.com, landbase.com, improvado.io…
Email marketingbest brevo for early-stage startups10reddit.com, xraise.ai, litestartup.com, brevo.com, superframeworks.com, growth-navigate.com, startup-perks.com, htmlemailbuilders.com…
Email marketingis Drip a good fit for early-stage startups?9startupsfortherestofus.com, linkedin.com, blog.salesflare.com, reddit.com, drip.com, dreamit.com, dripemailtools.com, growth.founders.as…
Email marketingalternatives to Brevo for early-stage startups10emailtooltester.com, campaignmonitor.com, sender.net, inboxarmy.com, mailgun.com, mailercloud.com, activecampaign.com, thecmo.com…
Email marketingalternatives to Iterable for mid-market marketers9getvero.com, moengage.com, digitalapplied.com, 6sense.com, insiderone.com, g2.com, maestra.io, sequenzy.com…
Email marketingis Braze a good fit for early-stage startups?10braze.com, g2.com, startupik.com, linkedin.com, mailflowauthority.com, review.firstround.com, encharge.io
Email marketingalternatives to Braze for retail DTC brands10bloomreach.com, trypropel.ai, e-cens.com, braze.com, inappstory.com, insiderone.com, emailvendorselection.com, xamsor.com…
Email marketingbest braze for mid-market marketers10getvero.com, maestra.io, braze.com, onesignal.com, questera.ai, moengage.com, emailvendorselection.com, bloomreach.com…
Email marketingalternatives to Iterable for newsletter publishers10gartner.com, getvero.com, support.iterable.com, mailsoftly.com, reddit.com, insiderone.com, bestnewsletterplatforms.com, sequenzy.com…
Email marketingCampaign Monitor pricing for mid-market marketers10campaignmonitor.com, sendx.io, help.campaignmonitor.com, themarketingagency.ca, moosend.com, vendorbenchmark.com, costbench.com, mailmodo.com…
Email marketingbest mailchimp for mid-market marketers10mailchimp.com, technologyadvice.com, reddit.com, emailtooltester.com, emailvendorselection.com
Email marketingbest braze for retail DTC brands10vervaunt.com, trendtrack.io, braze.com, reddit.com, builtin.com, techvendorindex.com, voyado.com, trypropel.ai…
Email marketingSendGrid pricing for early-stage startups10twilio.com, emailsoftwareinsights.com, saaspricepulse.com, getmonetizely.com, sendx.io, cloudeagle.ai, capterra.com, stage.sendgrid.com…
Email marketingbest hubspot email for mid-market marketers10hubspot.com, saleshive.com, community.hubspot.com, mailerlite.com, reddit.com, ventureharbour.com, smarterway.ai, meetergo.com…
Email marketingbest customer.io for retail DTC brands10customer.io, maestra.io, trypropel.ai, admetrics.io, resources.rework.com, getoden.com, fueler.io
Email marketingis Brevo a good fit for ecommerce brands?10emailtooltester.com, emailwiz.ai, emailvendorselection.com, omnisend.com, ecommerce-platforms.com, wpfusion.com, powercommerce.com, webmarketsupport.com…
Email marketingbest campaign monitor for retail DTC brands8campaignmonitor.com, technologychecker.io, audienceful.com, adbeacon.com, voluum.com, daasity.com, involve.me, segmentstream.com
Email marketingbest campaign monitor for ecommerce brands10campaignmonitor.com, brevo.com, ecommerce-platforms.com, activecampaign.com, cmercury.com, sequenzy.com
Email marketingbest braze for newsletter publishers10bestnewsletterplatforms.com, beehiiv.com, thecmo.com, thatmarketingbuddy.com, context.dev, sequenzy.com, gartner.com, braze.com…
Email marketingtop tools for transactional email volume in mid-market marketers10emailtooltester.com, reddit.com, mailtrap.io, sendlayer.com, zapier.com, smtp2go.com, emailvendorselection.com, ventureharbour.com…
Email marketingis Klaviyo a good fit for ecommerce brands?10tigersystems.com, shopline.com, flatlineagency.com, klaviyo.com, toccarakarizma.com, shopify.com, polarisgrowth.com, omnisend.com…
Email marketingtop tools for segmenting a large list in ecommerce brands10ask-luca.com, maestra.io, improvado.io, reportdash.com, reddit.com, contentsquare.com, ustechautomations.com, customers.ai…
Email marketingHubSpot Email pricing for mid-market marketers10cargas.com, hubspot.com, emailvendorselection.com, emailtooltester.com, billionverify.com, encharge.io, docket.io, sender.net…
Email marketingBrevo pricing for newsletter publishers10help.brevo.com, brevo.com, emailtooltester.com, emailvendorselection.com, moosend.com, mailsoftly.com, wpmailsmtp.com
Email marketingis Customer.io a good fit for newsletter publishers?8customer.io, docs.customer.io, reddit.com
Email marketingis Braze a good fit for mid-market marketers?9reddit.com, braze.com, linkedin.com, moengage.com, rfp.wiki, trypropel.ai, hub.aireadycmo.com
Email marketingalternatives to Braze for mid-market marketers10bloomreach.com, insiderone.com, emailvendorselection.com, appcues.com, engagelab.com, xamsor.com, getvero.com, onesignal.com…
Email marketingCustomer.io pricing for retail DTC brands10customer.io, encharge.io, vendr.com, eesel.ai, getvero.com, capterra.com, pipeline.zoominfo.com, g2.com…
Project managementLinear vs Jira for small startups9reddit.com, tech-insider.org, atlassian.com, valueaddvc.com, productlane.com, monday.com, laneapp.co, cotera.co
Project managementAsana vs ClickUp for engineering teams10reddit.com, dev.to, bit-integrations.com, efficient.app, gmelius.com, zapier.com, asana.com, zenpilot.com…
Project managementMonday.com vs ClickUp for small startups9thebusinessdive.com, reddit.com, zapier.com, monday.com, zenpilot.com, forbes.com, plaky.com, techstackdaily.com…
Project managementClickUp vs Todoist for product teams8processdriven.co, reddit.com, todoist.com, breeze.pm, clickup.com, everhour.com, capterra.com
Project managementJira vs Trello for engineering teams10productive.io, zapier.com, community.atlassian.com, reddit.com, zoye.io, rock.so, tech.co, toptal.com…
Project managementTrello vs Jira for product teams10community.atlassian.com, reddit.com, zapier.com, atlassian.com, rock.so, productive.io, jotform.com, forbes.com…
Project managementNotion vs Height for remote teams8reddit.com, help.zeroheight.com, linkedin.com, ideaplan.io, femaleswitch.com, resources.rework.com, spotsaas.com, guptadeepak.com
Project managementBasecamp vs Height for marketing teams8growthmethod.com, getguru.com, taskrhino.ca, discourse.learnshapeup.com, launchtry.com, femaleswitch.com, saaspricehub.io, pressgeo.com
Project managementHeight vs Basecamp for remote teams8getguru.com, reddit.com, monday.com, launchtry.com, saaspricehub.io, femaleswitch.com, pressgeo.com
Project managementWrike vs Jira for product teams10wrike.com, everhour.com, thedigitalprojectmanager.com, larksuite.com, reddit.com, cloudwards.net, monday.com, project-management.com…
Project managementTodoist vs Asana for product teams10todoist.com, zapier.com, thedigitalprojectmanager.com, reddit.com, asana.com, daylite.app, techrepublic.com, get-alfred.ai…
Project managementShortcut vs ClickUp for marketing teams9efficient.app, reddit.com, 5day.io, saasworthy.com, capterra.com, consultevo.com, capterra.ie, g2.com…
Project managementbest todoist for marketing teams10todoist.com, avaly.io, toolstackpm.com, thecmo.com, reddit.com, toolfinder.com
Project managementalternatives to Basecamp for remote teams10teamwork.com, thedigitalprojectmanager.com, monday.com, reddit.com, blog.ganttpro.com, proofhub.com, ravetree.com, productive.io…
Project managementbest height for marketing teams10reddit.com, searchsolutiongroup.com, pave.com, improvado.io, linkedin.com, collaborative-office.com, creativedisplaysnow.com, popdisplay.me…
Project managementbest clickup for small startups8reddit.com, xraise.ai, firstdescentmarketing.com, coworker.ai, clickup.com, getaiperks.com
Project managementis Height a good fit for marketing teams?7linkedin.com, reddit.com, nesslabs.com, findyourmartech.com, freshvanroot.com, workflowautomation.net, height.app
Project managementalternatives to Jira for product teams10reddit.com, larksuite.com, thedigitalprojectmanager.com, cotera.co, monday.com, doboard.com, zapier.com, activecollab.com
Project managementbest basecamp for remote teams10basecamp.com, rock.so, bestforbusiness.org, workstatus.io, connecteam.com, thedigitalprojectmanager.com, buyersprint.com, forbes.com…
Project managementtop tools for client deliverables in agencies10teamwork.com, ravetree.com, raidboxes.io, wrike.com, functionfox.com, linkedin.com, agiled.app, worldmetrics.org…
Project managementalternatives to Monday.com for remote teams10teamwork.com, worksection.com, thedigitalprojectmanager.com, larksuite.com, airtable.com, monday.com, rock.so, workzone.com…
Project managementbest asana for remote teams9asana.com, usemotion.com, asanatracker.com, toolstackpm.com, worldmetrics.org, bestforbusiness.org
Project managementtop tools for client deliverables in marketing teams10salesforce.com, funnel.io, coursera.org, cpanel.net, heyreach.io, linkedin.com, teamwork.com, jimmyrose.me
Project managementbest asana for marketing teams10asana.com, forum.asana.com, scalegrowth.digital, clickup.com, ritnerdigital.com, learn.g2.com, medium.com
Project managementalternatives to Notion for agencies10teamwork.com, zapier.com, monday.com, 5day.io, worksection.com, taskrhino.ca, storyflow.so, worklenz.com…
Project managementbest wrike for marketing teams9wrike.com, help.wrike.com, techstackdaily.com, workflowautomation.net
Project managementbest linear for marketing teams9reddit.com, growthmethod.com, linear.app, onehorizon.ai, efficient.app, linearity.io, marketingupgrade.pro, sourceforge.net…
Project managementHeight pricing for agencies9join.agencyheight.com, agencyelevation.com, swydo.com, reddit.com, g2.com, agencyheight.com
Project managementLinear pricing for remote teams10linear.app, lifestack.ai, checkthat.ai, usecarly.com, spendflo.com, bardeen.ai, toolstackpm.com, saaspricepulse.com…
Project managementalternatives to Notion for marketing teams10growthmethod.com, 5day.io, zapier.com, slite.com, storyflow.so, taskrhino.ca, teamwork.com, worksection.com…
Project managementalternatives to Trello for agencies10zapier.com, wrike.com, bitrix24.com, activecollab.com, lovable.dev, worklenz.com, meistertask.com, experte.com…
Project managementbest wrike for small startups9wrike.com, edison365.com, reddit.com, femaleswitch.com, forbes.com, taskrhino.ca
Project managementalternatives to Shortcut for marketing teams10shortcut.com, ideaplan.io, zoobbe.com, linkedin.com, trustradius.com, worklenz.com, g2.com, krowdbase.com…
Project managementis Jira a good fit for product teams?7atlassian.com, unito.io, linkedin.com
Project managementbest basecamp for marketing teams9basecamp.com, growthmethod.com, workamajig.com, reddit.com, monday.com, airtable.com, ones.com, ventureharbour.com…
Project managementtop tools for sprint planning in product teams10atlassian.com, teamwork.com, reddit.com, telos-ai.org, guideflow.com, larksuite.com, easyagile.com, spinach.ai
Project managementJira pricing for product teams10atlassian.com, tech.co, eesel.ai, thedigitalprojectmanager.com, smartsuite.com, rootstack.com, hiverhq.com
Project managementAsana pricing for small startups10asana.com, help.asana.com, cirface.com, gend.co, forbes.com, tech.co
Project managementis Notion a good fit for agencies?7reddit.com, 5day.io, notion.com, phloz.com, medium.com, thecommonwealthcreative.com
Project managementtop tools for cross-functional roadmaps in agencies10atlassian.com, thedigitalprojectmanager.com, appcues.com, storyflow.so, guideflow.com, cpoclub.com, larksuite.com, zipdo.co…
AnalyticsMixpanel vs Adobe Analytics for privacy-focused companies8mixpanel.com, matomo.org, webeyez.com, actionlabanalytics.com, docs.mixpanel.com
AnalyticsAmplitude vs Mixpanel for PLG startups10reddit.com, mcgaw.io, plgos.com, mixpanel.com, amplitude.com, adapty.io, winstonfrancois.com, hackceleration.com…
AnalyticsGoogle Analytics 4 vs Adobe Analytics for growth teams10sarasanalytics.com, supermetrics.com, linkedin.com, monks.com, reddit.com, houseofmartech.com, analytify.io, relaymag.com…
AnalyticsPostHog vs Snowplow for growth teams10posthog.com, amplitude.com, growthbook.io, mixpanel.com, usermaven.com, sourceforge.net, comparetiers.com, joindatacops.com…
AnalyticsPlausible vs PostHog for growth teams9posthog.com, faurya.com, reddit.com, swetrix.com, f3fundit.com, devtoolpicks.com, saascheck.io, trackrival.dev…
AnalyticsFathom vs Mixpanel for privacy-focused companies7matomo.org, g2.com, forum.ghost.org, tools8020.com, notanothertool.com, actionlabanalytics.com, clics.dev
AnalyticsHeap vs Snowplow for growth teams9improvado.io, stackshare.io, heap.io, slashdot.org, sourceforge.net, g2.com, trustradius.com, saashub.com
AnalyticsSegment vs Snowplow for growth teams10snowplow.io, portable.io, getcensus.com, modern-datatools.com, comparetiers.com, snowcatcloud.com, docs.snowplow.io, sourceforge.net…
AnalyticsSnowplow vs Fathom for growth teams8read.ai, improvado.io, fathom.ai, g2.com, analytics-alternatives.com, snowplow.io, razegrowth.com
AnalyticsMatomo vs Amplitude for product teams9matomo.org, peerspot.com, reddit.com, temperstack.com, posthog.com, actionlabanalytics.com, stackfix.com
AnalyticsAdobe Analytics vs Metabase for PLG startups10reddit.com, metabase.com, preset.io, draxlr.com, productgrowth.in, business.adobe.com
AnalyticsMetabase vs PostHog for mid-market SaaS9news.ycombinator.com, mixpanel.com, razegrowth.com, astrato.io, staquest.com, metabase.com, libhunt.com, futurecraft.pro
Analyticsalternatives to Adobe Analytics for product teams10heap.io, segmentstream.com, matomo.org, statsig.com, reddit.com, posthog.com, amplitude.com
Analyticsbest plausible for privacy-focused companies10plausible.io, markegy.at, posthog.com, reddit.com, seedtable.com, openmined.org, builtin.com
Analyticstop tools for funnel analysis in product teams10amplitude.com, improvado.io, userpilot.com, reddit.com, funnel.io, cometly.com, contentsquare.com, clevertap.com…
Analyticsis Adobe Analytics a good fit for product teams?10experienceleague.adobe.com, business.adobe.com, startupik.com, techcrunch.com
Analyticsbest adobe analytics for growth teams10business.adobe.com, experienceleague.adobe.com, saleshive.com, diggrowth.com, whatarethebest.com
Analyticstop tools for embedded dashboards in growth teams10holistics.io, domo.com, querio.ai, qrvey.com, reddit.com, sisense.com
Analyticsalternatives to Matomo for enterprise data teams9posthog.com, plausible.io, reddit.com, matomo.org, monsterinsights.com, litlyx.com, swetrix.com, contentsquare.com
Analyticsbest mixpanel for enterprise data teams10mixpanel.com, optimizely.com, heap.io, quantummetric.com, userpilot.com, ai-cmo.net, productgrowth.in, openpanel.dev…
AnalyticsHeap pricing for product teams10heap.io, vendr.com, uxcam.com, usermaven.com, userpilot.com, comparetiers.com, frontdeskreview.com, saaspricehub.io…
Analyticsis Fathom a good fit for PLG startups?9stage2.capital, norwest.com, mixpanel.com, avoma.com, linkedin.com, startupik.com, analytics-alternatives.com
Analyticstop tools for event tracking in privacy-focused companies10vemetric.com, freshpaint.io, userpilot.com, usermaven.com, g2.com, reddit.com, userguiding.com, uxcam.com
Analyticstop tools for funnel analysis in mid-market SaaS10contentsquare.com, improvado.io, userpilot.com, amplitude.com, reddit.com, statsig.com, userpilot.medium.com, worldmetrics.org…
Analyticsis Mixpanel a good fit for privacy-focused companies?9mixpanel.com, docs.mixpanel.com
Analyticsbest segment for PLG startups9reddit.com, stage2.capital, clearbit.com, reprise.com, quickmarketpitch.com, plgos.com, getripe.com, mixpanel.com
Analyticstop tools for embedded dashboards in mid-market SaaS10holistics.io, domo.com, querio.ai, qrvey.com, reddit.com, sisense.com
Analyticsalternatives to Heap for privacy-focused companies10posthog.com, amplitude.com, heap.io, reddit.com, countly.com, medium.com, alternativeto.net, selfhostyourself.com…
Analyticsalternatives to Matomo for mid-market SaaS10posthog.com, userpilot.com, betterlaunch.co, themarketingagency.ca, swetrix.com, vemetric.com, monsterinsights.com, analytics-alternatives.com…
AnalyticsMixpanel pricing for PLG startups9mixpanel.com, docs.mixpanel.com, openpanel.dev, saaspricepulse.com, userpilot.com, tiergauge.com
Analyticsis Plausible a good fit for PLG startups?10norwest.com, stage2.capital, reddit.com, pendo.io, linkedin.com, growth-navigate.com, noizz.io, plausible.io…
Analyticsbest fathom for mid-market SaaS9support.fathomhq.com, saasclub.io, demodesk.com, autymate.com, audyense.com, startupik.com, salesdorado.com, analytics-alternatives.com…
Analyticsbest matomo for PLG startups10matomo.org, checkthat.ai, openpanel.dev, vwo.com, guideflow.com, analytics-alternatives.com
AnalyticsGoogle Analytics 4 pricing for growth teams10marketingplatform.google.com, metacto.com, embertribe.com, outrank.so, usermaven.com, analytify.io, workflowautomation.net, posthog.com…
Analyticsis Plausible a good fit for growth teams?10faurya.com, plausible.io, userlifecycle.com, linkedin.com, kissmetrics.io, simonsovic.com, productschool.com, resources.rework.com
Analyticsis Heap a good fit for privacy-focused companies?9technologychecker.io, heap.io, linkedin.com, reddit.com, blog.buildbetter.ai, help.heap.io, rudderstack.com, volument.com
Analyticsbest plausible for PLG startups10stage2.capital, featurebase.app, ohblimey.com, battery.com, outfunnel.com, productschool.com, guideflow.com, checkthat.ai…
Analyticsbest fathom for enterprise data teams10fathom.ai, read.ai, demodesk.com, fabric.so, fellow.ai, usefathom.com, tldv.io, theaitoolsbox.com…
Analyticsbest amplitude for product teams10amplitude.com, reddit.com, userpilot.com, aipmtools.org, ideaplan.io, productschool.com
Analyticsbest google analytics 4 for mid-market SaaS10cometly.com, reddit.com, g2.com, polymersearch.com, sranalytics.io, workflowautomation.net, automationlabz.com, fueler.io…
Customer supportIntercom vs LiveChat for developer-first products10capterra.com, tblaqhustle.com, selecthub.com, happyfox.com, bookbag.ai, livechat.com, crisp.chat, linkedin.com…
Customer supportZendesk vs Help Scout for ecommerce brands10zendesk.com, helpscout.com, kustomer.com, featurebase.app, hiverhq.com, desk365.io, kayako.com, aistackforsmb.com…
Customer supportFreshdesk vs Help Scout for startups10freshworks.com, helpscout.com, reddit.com, g2.com, clonepartner.com, kayako.com, supportbench.com, getmacha.com…
Customer supportHubSpot Service vs Crisp for SaaS companies10crisp.chat, softwareworld.co, ecosystem.hubspot.com, open.cx, reddit.com, useconverge.app, featurebase.app, clonepartner.com…
Customer supportGorgias vs Zendesk for developer-first products10zendesk.com, gorgias.com, jotform.com, kayako.com, appvizer.com, kustomer.com, stackcomparison.com, featurebase.app…
Customer supportHelp Scout vs Freshdesk for developer-first products10helpscout.com, freshworks.com, kayako.com, getmacha.com, stackarbiter.com, eesel.ai, clonepartner.com, match-vs.com…
Customer supportFront vs LiveChat for startups10front.com, allfront.io, g2.com, reddit.com, featurebase.app, trustradius.com, capterra.com, softwareworld.co
Customer supportCrisp vs HubSpot Service for SaaS companies10crisp.chat, softwareworld.co, ecosystem.hubspot.com, open.cx, prosperohub.com, useconverge.app, ustechautomations.com, sourceforge.net…
Customer supportDrift vs Zendesk for startups9bonjoro.com, brainsell.com, crisp.chat, happyfox.com, chatref.ai, dashly.io, sourceforge.net, toolchase.com
Customer supportLiveChat vs Drift for SaaS companies9livechat.com, udeskglobal.com, dashly.io, smartkeys.org, insights.velocityaipartners.co, selecthub.com, hiverhq.com, happyfox.com…
Customer supportKustomer vs Intercom for startups10kustomer.com, getguru.com, reddit.com, crisp.chat, linkedin.com, eesel.ai, help-desk-migration.com, featurebase.app
Customer supportGladly vs Crisp for startups7crisp.chat, softailed.com, gurusup.com, open.cx, ecomrestack.com, g2.com, gladly.ai
Customer supportbest crisp for ecommerce brands8help.crisp.chat, gocrisp.com, oscarchat.ai, reddit.com, panoramata.co, sourceforge.net, crisp.chat, trustheritagelogistics.co.uk
Customer supporttop tools for live chat in enterprise support orgs10proprofschat.com, kayako.com, zapier.com, reddit.com, getvoip.com, zendesk.com, qualaroo.com, g2.com
Customer supportalternatives to Crisp for SaaS companies10sequenzy.com, getfernand.com, gosquared.com, reddit.com, resources.rework.com, corebee.ai, commsadvisor.com, vibegrowthstack.io…
Customer supportalternatives to Drift for ecommerce brands10alhena.ai, boei.help, agentiveaiq.com, chatbase.co, kayako.com, myaskai.com, sequenzy.com, help-desk-migration.com…
Customer supportbest help scout for enterprise support orgs10helpscout.com, front.com, unthread.io, crisp.chat, chatdesk.com, worldmetrics.org, jotform.com, monday.com…
Customer supportbest gladly for developer-first products10reddit.com, dev.to, github.com, developer.gladly.com, greptile.com, producthunt.com, designveloper.com, jellyfish.co…
Customer supportalternatives to HubSpot Service for startups10emailtooltester.com, reddit.com, zendesk.com, reevo.ai, zapier.com, designrush.com, townsquareinteractive.com, helpscout.com…
Customer supportbest kustomer for startups10usepylon.com, kustomer.com, salesforce.com, reddit.com, landbase.com, zendesk.com, featurebase.app, plain.com…
Customer supportbest help scout for startups8helpscout.com, reddit.com, front.com, switchpitch.com, qubit.capital, innovationcast.com
Customer supportHelp Scout pricing for SaaS companies10helpscout.com, featurebase.app, helply.com, gorgias.com, frontdeskreview.com, g2.com, desk365.io, checkthat.ai
Customer supportDrift pricing for ecommerce brands9alhena.ai, elxchatbot.ai, myaskai.com, knock-ai.com, g2.com, marketbetter.ai, syncgtm.com, saaspricepulse.com
Customer supportbest hubspot service for ecommerce brands10hubspot.com, claimlane.com, bootstrappingecommerce.com, emailtooltester.com, ecosystem.hubspot.com, engagingpartners.co
Customer supportalternatives to Gladly for ecommerce brands10dixa.com, kustomer.com, kodif.ai, help-desk-migration.com, ringly.io, gorgias.com, getmacha.com, text.com…
Customer supportbest kustomer for mid-market teams10aissist.io, enjo.ai, kayako.com, velaris.io, insightly.com, kustomer.com, eesel.ai, myaskai.com…
Customer supportIntercom pricing for developer-first products10intercom.com, reddit.com, knock-ai.com, voiceflow.com, featurebase.app, capterra.com, vendr.com
Customer supportbest crisp for SaaS companies9gocrisp.com, saas.transistor.fm, reddit.com, help.crisp.chat, hamsterstack.com, tools.stoa.agency, featurebase.app, capterra.com
Customer supporttop tools for live chat in ecommerce brands10kayako.com, floship.com, proprofschat.com, richpanel.com, shoplazza.com, gorgias.com, zapier.com, helpscout.com…
Customer supportHelp Scout pricing for startups10helpscout.com, gorgias.com, docs.helpscout.com, featurebase.app, checkthat.ai, g2.com, desk365.io
Customer supportalternatives to Crisp for enterprise support orgs10ringly.io, kayako.com, chatthing.ai, sitegpt.ai, reddit.com, eesel.ai, featurebase.app, yourgpt.ai…
Customer supportbest crisp for enterprise support orgs8gurusup.com, business.ecu.edu, crispsharedservices.org, crisp.chat, featurebase.app
Customer supporttop tools for AI chatbots in ecommerce brands10proprofschat.com, kayako.com, chatbot.com, bloomreach.com, eesel.ai, botpress.com, aerochat.ai, getstream.io…
Customer supportalternatives to Gorgias for mid-market teams10fin.ai, hellorep.ai, reddit.com, deskhero.com, kustomer.com, happyfox.com, hiverhq.com, eesel.ai…
Customer supportalternatives to Zendesk for developer-first products9plain.com, reddit.com, front.com, usepylon.com, missiveapp.com, ringly.io, helply.com, weekcrm.com
Customer supportLiveChat pricing for enterprise support orgs10livechat.com, tooltester.com, pagergpt.ai, trustradius.com, quantumdesk.com, eesel.ai, g2.com, aisupportcrew.com
Customer supportbest livechat for enterprise support orgs10zendesk.com, zapier.com, crescendo.ai, proprofschat.com, getvoip.com, qualaroo.com, kayako.com, g2.com…
Customer supportalternatives to Freshdesk for SaaS companies10reddit.com, gleap.io, helply.com, cosupport.ai, happyfox.com, zendesk.com, helpshift.com, eesel.ai…
Customer supporttop tools for deflecting tickets in startups10irisagent.com, reddit.com, zendesk.com, givainc.com, getperspective.ai, guideflow.com, retellai.com, console.com…
Customer supportalternatives to HubSpot Service for ecommerce brands10featurebase.app, emailtooltester.com, salesforce.com, linkedin.com, kustomer.com, zendesk.com, g2.com, useconverge.app…

Companion essay: Why Is Nobody Measuring Who AI Actually Cites?