AI visibility tools: cost, fit, and how to choose
An AI visibility tool measures whether AI assistants — ChatGPT, Claude, Gemini, Perplexity, and Grok, five engines in all — recommend your brand when buyers ask. The useful ones don't stop at the number: they tell you what to change. Most tools in this category monitor. Collimer does the work — it scans, hands back a ranked fix plan, and verifies the change moved the score. This guide answers what these tools cost, who they fit, how to evaluate one, and where monitoring differs from doing the work — in a single sitting.
How AI visibility tools compare for a seed–Series B B2B SaaS team
Most options in this category are monitoring-first: they track a score over time. Collimer is work-first: the score exists to rank the fixes. For a 1–50-person team where one person ships the site change, the difference is what lands on your to-do list on day one.
| Dimension | Monitoring-first tools | Collimer (work-first) |
|---|---|---|
| Core output | A dashboard and a trend line | A ranked worklist of fixes, each with the exact change to make |
| Engines read | Varies by tool | 3 on the free scan, up to 5: ChatGPT, Claude, Gemini, Perplexity, Grok |
| How the score is built | Often one number, one pass | Repeated probes plus a Wilson confidence interval |
| Proving a fix worked | You infer it from the trend line | One button re-checks and attributes the score delta to that fix |
| What you commit to | A recurring subscription to keep watching | A free scan; you pay only if you want ongoing tracking |
| Time to first value | Set up tracking, then wait for data | One calibrated read in about 90 seconds |
What company size benefits most from AI visibility tools?
Seed to Series B teams of 1–50 people, where one operator can ship a website change within a week. You don't need an analyst team or a 20-year SEO playbook to act on the output. The fastest win is a free 90-second scan and the single top fix it ranks — often under an hour of work. Enterprises with a dedicated SEO function can run monitoring in parallel; smaller teams get more from the work than from another dashboard.
How to evaluate an AI visibility tool for your team
Four questions cut through most of the noise:
- Does it hand you ranked fixes with the exact change, or just a number to watch?
- How many engines does it read, and does it repeat each probe to report a confidence interval instead of a single lucky answer?
- Can it prove a fix moved the score — a before/after delta attributed to the change you shipped?
- Does the price and cadence match your stage: a one-off scan to start, monthly or weekly only once you have fixes to track?
What does AI visibility software typically cost?
Monitoring platforms in this category are usually recurring monthly subscriptions, and most don't publish a price — we won't quote numbers we can't verify. Here's what Collimer costs, in full: a $0 one-off scan, then $29, $99, or $279 per month if you want ongoing tracking, each about 15% cheaper billed annually.
| Plan | Price | Annual | What you get |
|---|---|---|---|
| Free scan | $0 | one-off | 3 engines · one domain · score with ±CI |
| Starter | $29/mo | $24/mo annual | 3 engines · monthly re-scans · ranked fixes |
| Growth | $99/mo | $82.50/mo annual | 4 engines · weekly · up to 5 brands · 3 competitors |
| Premium | $279/mo | $232.50/mo annual | 5 engines · daily pulse · 25 pages · 6 competitors · API |
Full breakdown on the pricing page. The free scan needs no signup.
See where you stand before you choose anything.
Run one calibrated scan across five engines, get the ranked fixes, and decide from there.
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