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The comparison page competitors do not write

Why pay for Optimus Pass?

Because the output is a work list, not a scoreboard. We review your page across 46 checks in three lenses - SEO, GEO, and AEO Readiness - plus 9 AI crawler identities on the side, and order every finding so your team can start fixing at item one. You can test all of it on a free account before any payment.

Competitor pricing verified against their public pricing pages: Profound on September 18, 2026; Otterly on September 18, 2026. Optimus Pass pricing is on our plans page.

01

A work list, not a scoreboard

Every finding states what is on the page, why it matters, and the change to make next. The output is ordered for implementation, so the person doing the work starts at item one instead of interpreting a score.

02

Three lenses on one page, one pass

One scan reports all three lenses, each with its own score you can re-run against:

SEO18 checks · search foundations
GEO11 checks · AI-search readiness
AEO / Beta17 checks · answer readiness
03

Crawler access, checked separately

9 AI crawler identities are reviewed against your robots rules and access settings as its own lens, outside the 46 scored checks. Permission is never presented as proof of a visit, an index, or a citation.

04

See the deliverable before you pay

The example visibility report, the methodology, and the sample report are public. Three lifetime checks on a free account cost nothing. There is no version of this product you have to buy blind.

Where we stack up

Optimus Pass

This page's tool
Free / $199 / $599 monthly

Page-level diagnosis: 46 checks across SEO, GEO, and AEO Readiness (Beta), a separate crawler-access review for 9 AI identities, and an optional $1,995 done-for-you audit with a founder-led walkthrough call.

Fits: Teams and agencies that want to know exactly what to fix on the page, in what order.

Profound

Free Trial; Enterprise custom-priced

Answer-engine measurement: analyzes real AI responses across up to nine engines, prompt-demand data, content agents, enterprise controls (SSO, SOC 2).

Fits: Enterprise brands that need to measure how AI engines represent them, at prompt scale.

Otterly

$29 - $489 monthly; Enterprise from $1,000

AI search monitoring: tracks mentions and citations of your brand across answer engines on scheduled prompts.

Fits: Teams whose main question is whether AI engines mention them today.

SEO suite

Typically $99+ monthly

Search-first tooling: keyword research, rank tracking, backlinks, site audits. Some now add AI-visibility modules.

Fits: Traditional search programs focused on keywords and rankings.

Competitor pricing verified against their public pricing pages: Profound on September 18, 2026; Otterly on September 18, 2026. Optimus Pass pricing is on our plans page.

Decision guide

Which tool for which job

Buy Profound when the job is measuring how AI engines describe your brand across prompts, engines, and competitors - with the annual budget and a dedicated owner to run it.

Buy Otterly when the job is knowing whether AI engines mention and cite your brand today, on a small budget.

Buy Optimus Pass when the job is fixing the page: which check failed, why it matters, what to change, in what order. Start with 3 free checks, upgrade to Professional ($199/mo, 50 checks) or Agency ($599/mo, 250 checks) when the volume justifies it, or hand the whole review to us for a one-time $1,995 - full roadmap, walkthrough call, delivered in 5 business days.

The honest middle: many teams run a measurement tool for monitoring and a diagnostic tool for remediation. They are complements more than substitutes.

Stated limits

Where Optimus Pass falls short

These limits are real. Read them as a job filter: if one of these is the core job you are hiring a tool to do, buy the tool that does that job.

  • No answer-engine measurement. We do not sample AI responses, so we cannot report mention rates, share of voice, or sentiment. Profound and Otterly can.
  • No demand data. We do not estimate how often people prompt about a topic.
  • No content generation. We flag wording and suggest lower-risk alternatives where one exists; we do not produce content programs.
  • No enterprise controls yet. No SSO/SAML, SOC 2 reporting, or API access.
  • AEO Readiness is Beta. It is a heuristic review of answer-oriented content, never a prediction of what an answer engine will select.

Sourced deep dives

Read the full comparisons

Both deep dives verify every pricing claim against the competitor's public pricing page on a stated date, and list their strengths fairly.

Run your first check

Prove it to yourself first.

Run the free visibility snapshot on any public URL, inspect the example report, and read the methodology. If the findings do not tell you something you did not know, you have spent nothing.