Switch from Otterly Ai to Visibility Audit Co.
Moving from Otterly AI to Visibility Audit Co.
Moving from Otterly AI to Visibility Audit Co. is a change in how you manage AI search visibility—from a research and monitoring platform to an audit service. Otterly AI provides a platform for prompt research, visibility monitoring and content analysis. Visibility Audit Co. provides SaaS-focused audits with written findings, ranked fixes and optional implementation and monthly tracking services.
The important distinction is what you want to carry forward: historical measurement, ongoing monitoring, or responsibility for deciding and implementing changes.
How the new assessment is conducted
Visibility Audit Co. conducts audits using public information and does not require access to your site or analytics. Its published process starts with buyer-intent prompts, records the brands and sources named by AI engines, and combines those findings with a technical scan. That supports a fresh assessment; the full audit also includes a recorded walkthrough.
If preserving a historical series is essential, whether Visibility Audit Co. can use your existing prompts and prior results is a material question to resolve before replacing the current setup. Without an agreed basis for continuity, treat the new audit as a separate baseline rather than the next period in the same report.
Measurement scope needs to match before results can be compared
Otterly AI covers brand mentions and citations across ChatGPT, Google AI Overviews, Claude, Perplexity, Google AI Mode, Gemini and Copilot. Its platform includes competitor visibility tracking, prompt research, crawlability checks, content audits, predictive scoring and content briefs.
Visibility Audit Co.’s $49 Snapshot tests 10 buyer-intent prompts across ChatGPT, Perplexity and Google AI Overviews. Its full audit covers 40 prompts across five engines, with prompts run on two separate days, and measures share of voice against three competitors you choose. The full audit’s pricing description does not name all five engines.
These are different assessment scopes, not evidence that one service will report higher or lower visibility. When comparing an Otterly AI report with a new audit, the useful reference points are the actual prompt wording, engines, competitors and testing dates. A change in any of these can change what the measurement represents. Visibility Audit Co. itself repeats full-audit prompts on separate days because AI answers vary.
Monthly continuity also deserves attention. Visibility Audit Co.’s $397-per-month tracking service includes monthly prompt re-runs, a report on changes and two new pages each month. That is a defined monthly service; it should not automatically be treated as equivalent to the monitoring arrangement you currently use in Otterly AI.
What responsibility shifts to the audit service?
The switch is not simply from “data” to “recommendations”: both products provide analysis intended to guide changes. Otterly AI combines monitoring with content audits, briefs and on-page recommendations. Visibility Audit Co. packages its findings into a ranked fix list ordered by likely impact and effort.
The full Visibility Audit Co. audit adds a cited-source map, technical scan and recorded walkthrough, with delivery in 72 hours. Technical checks cover crawler rules, llms.txt, schema, sitemap and readable text. The source map identifies the review sites, comparison pages and forums cited by the engines, connecting recommendations to both your website and third-party coverage.
For a team moving because it wants someone else to implement changes, the separate $1,497 Audit + Fixes service is the relevant offer. It includes the audit, AI crawler policy, llms.txt and schema work, three comparison pages and a mention outreach list, with a seven-day delivery commitment. Site access may be needed if you want those fixes delivered as a pull request.
This makes the service boundary important: buying an audit gives you findings and priorities; buying Audit + Fixes adds the specified implementation work.
A limited commitment before a broader switch
The $49 Snapshot offers a way to assess the usefulness of Visibility Audit Co.’s deliverable before changing your ongoing measurement arrangement. It provides a PDF within 48 hours, identifies who is named instead of your product, includes an AI-readiness scan and gives your top five fixes. No call is required.
The full audit is $497 at its standard price, with a $297 launch offer limited to the first three clients. A Snapshot purchase is credited toward an audit if you upgrade within 14 days. Visibility Audit Co. offers a full audit refund if it finds fewer than 10 actionable fixes, but it does not guarantee AI recommendations or rankings.
For an Otterly AI user, the supported reason to make this move is a preference for a commissioned assessment, written priorities or specified implementation services.