retimos
AI KNOWLEDGE, MANAGED.

Your product.
Through AI’s eyes.

Your next customer is asking AI about you. See what it says, find what it gets wrong, and give your next edit a clear purpose.

Free beta · No credit card · Scan starts after sign-up

Explore a sample report →
THE ANSWER GAPIllustrative example

What does GiftPilot
Demo cost?

AI ANSWER

“GiftPilot Demo starts at USD 29 per month on its Starter plan.”

!   Pricing mismatch
YOUR CONFIRMED FACT

USD 19/month. Up to 500 gift orders, billed monthly.

One finding. A clearer next step.
Less guesswork. Better product knowledge.

Built for the people
building the product.

Independent SaaSShopify appsSmall product teams
A CLEARER PICTURE

See the answers.
Understand the gaps.

Bring product mentions, factual accuracy, and source citations into one view. Then open the original answers to see the evidence.

Open the sample report ↗
Retimos / Product overviewSynthetic sample
GIFTPILOT DEMO

Your visibility, in context.

20 questions · 2 API providers
Brand visibility ↗
45.8%
11 of 24 discovery answers
Knowledge Score ◎
62.5%
10 correct facts of 16 expected
Fact accuracy ✓
83.3%
Coverage 75% of expected facts
Citation rate ↗
45.8%
11 of 24 cite your website

Where your product shows up

Discovery answers, by API provider

1 sample / question
50%
25%
OpenAI API
41.7%
25%
Perplexity Sonar
Mentioned Recommended

What AI knows about you

Compared with your confirmed product facts

◎
62.5%KNOWLEDGE SCORE
10Correct
2Incorrect
2Missing
2Uncertain

Fictional product. Illustrative API responses. No real product was measured. How we measure ↗

FROM ANSWERS TO ACTION

A feedback loop.
A more informed next move.

Start with what you know. Measure what AI says. Work on the gaps that matter.

01 VERIFY

Set the record straight.

We read your public pages. You review the sources and confirm the facts about your product.

Public pagesConfirmed facts
02 MEASURE

Ask what your buyers ask.

Run your questions through OpenAI API and Perplexity Sonar. Inspect mentions, missing facts, and saved answers.

Buyer questionsSaved evidence
03 IMPROVE

Make the next edit count.

Prepare a sourced FAQ, pricing update, or comparison brief. Review it, publish it yourself, and measure again.

Specific findingTargeted draft
FIX WORKSHOPIllustrative draft
PRICING CLARIFICATION

A small edit.
A better source.

How much does GiftPilot Demo cost?

The Starter plan is USD 19 per month, billed monthly, and includes up to 500 gift orders. [fact-2]

Grounded in your owner-confirmed pricing fact
Review → Edit → ExportMarkdown ↗
EVERY FIX STARTS WITH EVIDENCE

Less content
for content’s sake.
More clarity.

A wrong price. A missing feature. A capability AI cannot verify. Turn a specific finding into a useful draft, grounded in facts you approved.

  • Trace findings back to the original answer
  • Review and edit before you publish
  • Recheck with comparable questions
Explore the fix workshop ↗
SMALL TEAM. FULL PICTURE.

Know your product.
Now know the answer.

For teams that know their product better than anyone—and want to understand what buyers are being told.

Saved API samples, transparent methodology, and evidence you can inspect. No promises to train external models or guarantee recommendations.

Read our methodology ↗
FREE BETANo credit card required
$0 / during beta

The whole feedback loop. Practical starting limits.

  • 1 productUp to 20 public pages
  • 20 questions2 API providers · 3 competitors
  • 4 live auditsPer UTC calendar month
  • 10 AI draftsPer month
  • Take it with youMarkdown & CSV exports
  • Keep checkingOptional weekly checks
Start with your product ↗
A FEW HONEST ANSWERS

Less mystery.
More clarity.

What we measure.
And what it means for you.

What exactly does Retimos measure?

A saved sample of API answers to your selected questions. We report product mentions and compare factual claims with the profile you confirm.

Is this what everyone sees in ChatGPT?

No. OpenAI API and Perplexity Sonar samples are not all consumer-app traffic. Models, prompts and settings are saved so comparisons have context.

Can you guarantee more AI recommendations?

No. We do not train external models or change their memory. Better source content is a hypothesis to test, never a ranking guarantee.

How long do changes take to show up?

There is no promised timeline. Responses are noisy. Repeat comparable questions and inspect the evidence; a change in results does not establish causality.

What happens to a generated draft?

You review and edit it, then copy or export Markdown and publish it yourself. Retimos does not publish to your site.

What if my site cannot be scanned?

The crawler reads public HTML, respects robots.txt and does not execute JavaScript. You can paste page text or create an owner-provided profile manually.

YOUR PRODUCT DESERVES A CLEARER ANSWER.

Know the answer
before your buyer does.

Start with your product. Leave with a clearer next step.

Get started free ↗Free during beta. No credit card required.