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Evidence And Methods

How We Work, And What We Can Prove

We publish only outcomes we can substantiate. This hub holds our public audit sample, our source-ledger methodology, and our own citation-to-revenue operating ledger.

What We Prove

Public Audit Sample

An ungated, truthful sample of the One-Page AI Citation Audit, run on DataDab's own page, so you can judge the deliverable before you buy.

See the One-Page AI Citation Audit →
How We Work

Source-Ledger Methodology

Every claim we publish is tied to a dated source, a calculation, and a scope caveat. We don't publish outcomes we can't verify.

Read our pricing and engagement options →
Our Own Operating Case

Citation-to-Revenue Ledger

We treat DataDab as the operating experiment: our citation footprint, AI referrals, and captured revenue, published with scope caveats rather than a winning narrative.

Read our AI citation research →
Retired Examples

Previously Reported Outcomes

Earlier case-study pages reported outcomes we could not substantiate. Those figures are under review and are not published as verified results as we consolidate this surface.

Order a verified One-Page AI Citation Audit →
What Clients Say

Decision-stage feedback from people who hired us

"We had traffic. We had leads. We did not have a way to explain why we were the right choice when buyers sat down with us and our top three competitors. DataDab rebuilt the comparison story from scratch. Sales cycle dropped by a third within one quarter."

VP Marketing
Series B devtools platform

"The first time a prospect told me 'I read your ChatGPT citation analysis and forwarded it to my CEO' was the moment I knew this was a different kind of engagement. It changed how the whole company talks about what we do."

Founder & CEO
Series A fintech (anonymized)

"Amit does not start with tactics. He starts with where buyers actually make decisions, then builds content to be present at those moments. The work paid back in the first six weeks."

Head of Growth
Mid-market HR SaaS, $28M ARR

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