Technology

Keep fast-changing facts correct in every answer

Versions, prices, features and compatibility change every quarter, and AI keeps repeating the last version it read. flowgen checks what AI says about your products against your verified facts, finds the sources repeating the old version, and prepares the correction for your approval.

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A developer platform is the sample story on this page · demo data
Claims checked · developer platform · OverviewIllustrative workspace · demo data
AI Visibility0
Citation Share0%
Questions lost0
Week 1Week 2Week 3Week 4Week 5Week 6Week 7Week 8
YouLeading competitor
Next actions · flowgen Performance
  • Published: pricing tiers page with free-tier limits
  • Create: supported SDK versions page
  • Fix: 6 answers quoting a retired API limit
  • Measure: “does the API support webhooks” before and after

From the question to the answer AI gives

Six steps, one loop. A person approves before anything is published.

01Discover

Find the version, pricing and compatibility questions

Find the version, pricing, feature and compatibility questions buyers and developers ask AI.

Explore flowgen AI Demand → 02Understand

See which answers still describe the last release

Verify each claim AI makes against Brand Knowledge and trace the outdated ones to the source that still states them.

Explore flowgen AI Visibility → 03Understand

Verify every claim against Brand Knowledge

Each claim AI makes about versions, limits, pricing and compatibility is checked against your verified facts and marked correct, outdated or incorrect, with the source that still states it.

Explore Brand Knowledge → 04Act

Prepare the correction, docs update and changelog entry

Prepare the correction, the updated documentation page and the changelog entry, and publish after approval.

Explore flowgen Content Studio → 05Act

Publish to docs, changelog and the sources that repeat the old version

The approved correction goes to your documentation and changelog, and a correction request goes to each source still repeating the old version.

Explore flowgen Distribution → 06Improve

Re-check the claim on every platform after each release

Re-check the claim on every platform after each release and keep the facts in Brand Knowledge current.

Explore flowgen Performance →

What one brand in this industry would see

The questions buyers ask, and what sits behind the answer. Illustrative, with demo data.

Claims checked · developer platformDemo data
Buyer questions · coverage
  • Does the API support webhooks and event streaming?You only
  • Current pricing tiers and free tier limitsNot named
  • Which SDK versions are still supported?You only
  • Compatible with the latest major framework release?Not named
  • Best developer platforms for real-time featuresCompetitors only
What AI says · checked against your facts
  • Free tier limited to 1,000 requests per dayOutdated
  • Webhooks and event streaming supportedMatches your facts
  • SDK v2 no longer supportedIncorrect
  • Compatible with the latest framework releaseNot stated on your site
Every draft and correction is approved by your team before publishing. Nothing on this page is customer data.

The numbers that move first

Read before promising revenue in week one.

  • Claims marked correct across platforms
  • Days from a release to a corrected answer
  • Sources still repeating an old version

See the full metrics ladder

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Be in the answer on Perplexity ChatGPT Claude Gemini Microsoft Copilot DeepSeek Google AI Overviews

Find the gaps. Create the content. Measure the change.

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