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 across eleven leading public AI systems and answer surfaces — including Google AI Overviews and Copilot Search, captured from the live results pages — run cold, repeated across phrasings and cycles, on a schedule. |
| Answer scoring | Keyword matching and sentiment guesses over the captured text. | Judge-validated scoring — every answer is graded against facts you’ve confirmed, and the scorer itself is checked against human-confirmed ground truth (agreement-validated). |
| 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 Benjamini–Hochberg false-discovery-rate correction before any movement is called “confirmed.” |
| 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. | Re-probe after every fix: the same metric, before and after, net of model-wide drift — and, where applicable, verified retrieval with statistical controls. |
| 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 — the vendor that grades the work also writes it. | Verifier, not author. AITWIRE tells you exactly what to publish and why — suggest-and-confirm — and proves whether it worked. It doesn’t write your prose. |
| Entry | Demo-gated enterprise sales — pricing on request. | $0 self-serve. Start with a free AI Readiness Assessment — no credit card, 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 Pro | Searchable Pro | Peec Starter | Profound Starter | Scrunch Starter | |
|---|---|---|---|---|---|
| Tracked prompts | 500 | 100 | Not published | 50 | 350 (+1,000 industry) |
| AI systems & answer surfaces | 8 | 8 models | 6 platforms (3 included) | 1 — ChatGPT only | 7 platforms |
| Check frequency | Weekly | Not stated | Daily | Daily | Not stated |
| Answers analysed / month | Up to 20,800 | 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 row derives live from the same plan canon that renders /plans; Standard and AITWIRE AI are there too.
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 adjudicates only the uncertain verdicts. 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.
Start with a free AI Readiness Assessment: it reads your site, not AI answers — a baseline of how ready your surfaces are for AI systems today. Measuring how AI systems answer begins on the paid plans. Then decide whether you need the rest of the loop.