MeasureCalibrateProve
Know what AI says. Know whether it’s right. Know what to do next.
A wave of AI visibility monitoring tools will now show you how often AI systems mention your brand, and chart it over time. That is genuinely useful — and it is where most of them stop. The question to ask any vendor, including us, is: what happens after the chart?
AITWIRE answers it. Measure how AI systems answer about you, calibrate the record with measured recommendations, then prove what changed — with statistics, not vibes, and an evidence trail you can hand to whoever asks.
AI visibility monitoring
TrackUnderstandImprove
The loop ends at insights. Whether the “improve” step worked — and whether it worked because of you — is left open.
AITWIRE
MeasureCalibrateProve
The loop ends at evidence: the same metric, before and after, with statistics that say whether the change is real.
The difference, row by row
Both categories start by watching AI answers. They part ways at what happens next — and at what the numbers are allowed to claim.
| AI visibility monitoring tools | AITWIRE | |
|---|---|---|
| Probe coverage | Passive collection — whatever AI answers happen to get captured, whenever they happen to get captured. | Controlled prompts you approve, across eight leading public AI systems and answer surfaces — run cold, repeated across phrasings and cycles, on the schedule you choose. |
| Answer scoring | Keyword matching and sentiment guesses over the captured text. | Scored by an automated judge — every answer is graded against facts you’ve confirmed. Method details, including how that grading is checked, are available to customers under NDA. |
| Statistical proof | Trend charts and share-of-voice curves — direction without significance. A moving line, not a tested claim. | 95% confidence intervals on every dimension, paired McNemar tests for competitive displacement, and a standard correction for testing multiple dimensions at once. Each reported movement is labelled “confirmed” when the evidence for it is strong, or “exploratory” when it is not yet. |
| Remediation loop | Insights and generic optimization tips — the loop terminates at “understand.” What to do next is left to you. | Measured recommendations with data-backed briefs — each fix is tied to the specific measured gap it should close, and prioritized by impact. |
| Verification | None. You re-run the report later and hope the line moved for the right reason. | After every fix, the prompts you approved are asked again: the same metric, before and after, net of model-wide drift — and, where applicable, a separate check of whether AI systems use the information AITWIRE publishes for you. |
| Evidence | Screenshots and exported charts. | A tamper-evident, append-only evidence trail behind every number — inspectable, exportable, and re-verifiable on demand. |
| Content | Content and optimization tools — content is generated in bulk, and whether it changed what AI says is left to you. | Drafts, for your approval. AITWIRE tells you exactly what to publish and why, and drafts the wording from the facts you’ve approved — suggest-and-confirm, nothing published until you approve it — then asks the same questions again to see what changed. |
| Entry | Demo-gated enterprise sales — pricing on request. | Start with your AITWIRE Value Report — no sales call. |
This compares tool categories, not any specific vendor — individual monitoring products vary. A fair test for any of them, and for us: ask which column each row belongs in. Our methodology is public at aitwire.com/methodology.
The same units, side by side
Every tool in this market sells prompts and answers. Compare the units first — then compare what each check actually does.
| AITWIRE | Searchable Pro | Peec Starter | Profound Starter | Scrunch Starter | |
|---|---|---|---|---|---|
| Tracked prompts | Sized to your organization — set in your engagement terms | 100 | Not published | 50 | 350 (+1,000 industry) |
| AI systems & answer surfaces | 8 — the full platform roster | 8 models | 6 platforms (3 included) | 1 — ChatGPT only | 7 platforms |
| Check frequency | The schedule you choose, up to the cadence in your engagement terms | Not stated | Daily | Daily | Not stated |
| Answers analysed / month | Set in your contract — no surprise metering | Not stated | Not published | 1,500 | Not stated |
| Answers graded against your approved record | Every check, five scored dimensions | Team-graded brand facts | — | — | — |
| Before/after intervention verification | 95% CI, re-measured — including honest no-change | Trend tracking | — | — | — |
Competitor figures as published on each vendor's public pricing page, checked 2026-08-23 — plans and volumes change; check their pages for current terms. Pricing is deliberately omitted: it changes fastest. AITWIRE's column speaks for a scoped engagement — its surface coverage derives live from the platform canon; measurement capacity is set per engagement, so no volume figure is published.
Verified means exactly this: the intervention is recorded, the fixed verification prompts are re-run, the answers are evaluated against the same approved standard, and the result is reported as improved, unchanged, inconclusive or regressed.
Who does the grading?
A prompt-based tool shows you the answers; deciding what’s true in them is your team’s job — Searchable’s own published research describes brand employees manually marking each extracted fact true or false. AITWIRE’s checks arrive already graded against the record you approved; your team reviews the findings, not every answer. And the work compounds where you keep it: every graded check builds your approved record, findings history, and evidence trail — an asset that stays yours, not a dashboard that resets when you cancel.
Competitors count prompts. AITWIRE grades answers.
Sometimes monitoring is all you need
These are different jobs, not a good tool and a bad one. Buy for the job you actually have.
Monitoring is enough when…
- You mainly need broad awareness — who mentioned you, where, and roughly how often — across press, social, and now AI answers.
- AI answers are one feed among many in a comms dashboard, and a directional trend is all the decision needs.
- Nobody downstream will ask you to defend the numbers.
If that’s you, a monitoring tool is the right buy — and likely the cheaper one.
You need more than monitoring when…
- AI answers influence real buying decisions in your category — and being described wrongly costs you customers.
- You will act on the data — publish, correct, restructure — and need to know whether the action actually worked.
- Someone — a board, a client, an auditor — will ask you to back the claim, and a screenshot won’t do.
- You’d rather have fewer numbers you can trust than more numbers you can’t.
AITWIRE earns its keep when the answer has to be provable.
See what AI says about you — measured, not guessed.
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