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Attensira

Attensira vs Knowatoa

Knowatoa is built around a good question most tools skip: are the models saying accurate things about you, and how does the sentiment compare to your rivals? It starts at $59/mo. Attensira is built around the question after that — what do you change, and who does the work.

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Attensira

What is Attensira?

Attensira tracks ChatGPT, Claude, Perplexity, Gemini, DeepSeek, Copilot, Google AI Overviews and AI Mode — all eight on every plan, $129/mo for 50 prompts, with API keys and MCP access included at every tier. When it finds a prompt where a competitor is cited and you aren't, it drafts the page that should have been cited and opens a pull request against your repository. It never merges.

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What is Knowatoa?

Knowatoa monitors brand visibility across AI search with a distinct emphasis on accuracy and sentiment — whether models describe your product correctly, how positively they frame it, and which competitors dominate specific questions. It offers competitor gap analysis, weekly reporting and AI agents for research and drafting. Starter is $59/mo covering ChatGPT, AI Overviews and AI Mode; Growth is $199/mo covering all 7 platforms and adding API access, an MCP server, and Looker Studio and NinjaCat connectors. (Verified knowatoa.com, Sep 8 2026.)

Feature Comparison

AI Visibility Tracking

ChatGPT monitoring
Google AI Overviews
Google AI Mode
Claude monitoring
Gemini monitoring
Perplexity monitoring
Meta AI monitoring
DeepSeek monitoring
Engines included at entry price
All 8
Answer accuracy and sentiment

Acting on the data

Competitor gap analysis
AI-assisted drafting
Opens pull requests in your repo
CMS publishing

Access and integrations

API access
Every plan
MCP server
Every plan
BI connectors (Looker Studio, NinjaCat)

Pricing

Starting price
$129/mo (50 prompts)
Full engine coverage
$129/mo

Where Attensira and Knowatoa differ

Accuracy Is a Real Question

Knowatoa's angle is not rank alone — it asks whether models describe your product correctly and how the sentiment compares to rivals. That is a legitimate gap in most tools, including ours: we report mention and citation rates with the sample size attached, and we deliberately don't publish a sentiment metric. If your problem is that ChatGPT gets your product wrong, Knowatoa is asking your question.

Frequently Asked Questions

At the entry tier, yes: Knowatoa Starter is $59/mo against Attensira's $129/mo. But Starter covers three engines — ChatGPT, Google AI Overviews and AI Mode. Matching Attensira's breadth means Knowatoa Growth at $199/mo, which is more than we charge. Compare on the engines you'd actually have. (Knowatoa pricing verified Sep 8 2026.)

Partly. It includes AI agents for research and drafting, so it will help you produce a draft. It does not publish, and it does not open pull requests against your repository — the last mile between a draft and a shipped change stays with your team.

No, and that is a deliberate product decision rather than a gap we plan to close. We report mention rate and citation rate with the sample size attached and no change claimed until it clears a significance test. If sentiment scoring and answer-accuracy checks are what you need, Knowatoa does that and we don't.

When your concern is what the models say about you rather than only whether they mention you, when you need BI connectors into Looker Studio or NinjaCat, or when three engines at $59/mo is the right size. Pick Attensira when your site lives in Git and you want the fix written and opened as a pull request.

Knowing you're missing is the easy part

Attensira tracks eight AI platforms on every plan, then writes the page that should have been cited and opens a pull request. You review and merge.

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