Free AI audit · Any industry
Find out what AI tells people about your company.
When a customer, investor, or reporter asks ChatGPT or Perplexity about you, the answer is assembled from third-party sources you don't control — and nobody sends you a copy. The free audit shows you exactly what those answers say today, and what a kept record would change.
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See what AI says about you — free.
We run your company through ChatGPT, Claude, and Perplexity and send you what they get right, what they miss, and what they get wrong — with the sources those answers came from. No pitch.
Now opening our first beats outside web3.
This desk already runs on a live ecosystem.
Descout is an automated news desk for ecosystems not important enough for daily headlines but too important to go unrecorded. Today it runs on the Abstract ecosystem — 160+ projects and founders, watched daily, each with source-cited coverage and a living dossier, published for people and readable by AI agents. Your industry is the next beat we're opening.
On the record today — our current beat
We show you the gap.
Your free audit shows what ChatGPT, Claude, and Perplexity say about you — and where it comes from.
We open a desk on you.
A sourced, structured, independent record of your company, plus original coverage of what you ship.
We keep it current while you build.
The record is monitored and updated as you move, so the story is true the day it changes.
Isn't this just AI-visibility / GEO?
GEO optimizes the content you control — about 9% of what AI cites. The other ~91% is third-party, which no GEO tool can author. We're the supply side they only measure.
Why not optimize our own site / use Profound?
Do — it grades your content. It can't change where citations come from, and they skew third-party. If AI cites a stale listing and a wrong thread, your website isn't the fix. We fix the upstream source.
Can't we do this ourselves / use Crunchbase?
Crunchbase is a static stub. DIY is 10+ hrs/week of monitoring, structuring, verifying and updating. The real alternative isn't "do it easily" — it's "don't," and random sources write your record instead.
Will AI actually cite us?
We make you the accurate, current record AI pulls from — being cited follows from being legible, but we won't promise a citation or a ranking.
How we keep it honest
The coverage is independent — paying keeps your record complete and current; it doesn't change what we conclude. We claim legibility, monitored while you build — not a ranking, not a citation. How we decide what to cover.