Every account we hand your team comes with the evidence, the reasoning, and the caveats. Facts are marked as facts. Inferences are marked as inferences. Anything we can't verify is called out - not quietly upgraded into a claim. Below is a real brief format on a representative account.
The evidence ladder - how we grade every claim
Directly sourced, verified, and dated. Treat as fact.
Multiple weaker signals point the same way. Directional.
Plausible but worth checking on the first call.
We looked and couldn't confirm. We're not going to pretend otherwise.
We also label the shape of each finding: Fact observed, Inference our reading of the facts, or Caveat a limit on what we can say.
Representative account · real format
cottonculture.example · sustainable apparel, IN
Qualification: Priority - reach out this week
Prepared for: Modern Trade B2B ordering ICP
They match your ICP on category, size and geography Fact, and there's a clear present-tense buying trigger in the wholesale reorder workflow Inference. The founder is the decision-maker and is reachable Fact. Export-readiness is not the story here - don't lead with it Caveat.
Three new retailer partnerships announced in the last 90 days across Bangalore, Pune and Hyderabad, per their LinkedIn company page. Two of the three retailers have 20+ store networks.
Source: LinkedIn · company page · 3 posts
Two open roles: 'Key Account Manager - Modern Trade' and 'B2B Growth Lead'. Both posted in the last 30 days on LinkedIn and Naukri.
Source: LinkedIn Jobs, Naukri
The wholesale expansion + B2B hires + the fact that their current retail order flow is over email (visible from a retailer testimonial) suggests they will feel the pain of no-catalog ordering within one to two quarters. This is an inference, not a stated intent.
Founder-CEO signs off on all press interviews and is the LinkedIn-tagged owner of the wholesale expansion posts. No COO or VP Sales in the org chart.
Source: LinkedIn, 2 published interviews
Founder mentioned 'Middle East and UK interest' in one podcast (Nov 2025) but there are no confirmed export shipments in the public ImportGenius / Volza records we checked. Treat export as a future-state topic, not a current buying trigger.
Source: Podcast interview + trade data check
Bootstrapped per the founder's own account. No ROC filings that give a clean revenue figure. Our GMV band is a modelled estimate from stockist count × category average - directional only.
Riya Patel Founder & CEO
Verified email + LinkedIn provided in the delivered record
Founder-led decision. No COO or VP Sales in the org. Responds to LinkedIn DMs within 48h based on public engagement pattern. Inference
Delivered by DomainEnrich · every claim graded, every caveat surfaced
Facts, inferences, and caveats - never mixed
Most "enriched leads" hand a rep a list of fields and hope the rep sorts truth from guesswork. That's how outbound teams end up citing numbers that turn out to be modelled, or leading with a story that turns out to be a caveat.
Directly sourced, dated, and citable. If we can't source it, we don't label it strong.
Our reading of the facts is marked as ours - so your rep knows what to test on the call.
Anything we can't verify, or that would mislead if quoted out of context, is called out in the same weight as the finding.
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