Question 1

What does this tool actually compare?

Accepted Answer

It reads the publicly visible homepage of your site and each competitor URL you submit (up to 3), extracts the title, description, headings, and visible body copy, then asks an AI to do a cross-site read: positioning, hero angle, audience signals, messaging themes, content topics covered, and pricing signals. The output is one comparative read plus a prioritized list of recommendations for YOUR site — not four separate site reviews.

Question 2

How is this different from your AI Website Copy Rewriter?

Accepted Answer

Copy Rewriter focuses on rewriting one hero block on one site. Competitor Analysis is the strategic-context layer: where do you sit in your category, what are competitors doing differently, and what should you change? Use Competitor Analysis first to decide what to test, then Copy Rewriter to draft the rewrite.

Question 3

How many competitors can I add? Do I need exactly 3?

Accepted Answer

Add 1 to 3 competitors — you do not need three. Many founders only have one or two competitors they know cold. The tool runs the same comparative analysis with whatever you submit; more inputs gives a richer cross-site read, but quality beats quantity.

Question 4

What if one of the URLs fails to load?

Accepted Answer

We fetch all sites in parallel and tolerate partial failures. If your own site fails, we abort with an explanation. If only some competitor URLs fail, we run the analysis on what loaded and flag the failures in the summary. Common reasons a URL fails: client-rendered single-page apps without server HTML, sites that block our reader, login walls, 404s.

Question 5

Will the AI invent claims about my competitors?

Accepted Answer

No. The prompt forbids inventing funding numbers, customer counts, awards, certifications, or quotes. Every observation is framed as "based on what is visible on their public homepage at the time of fetch." We do not characterize the company itself, only the copy on the page. Take every recommendation as a starting point for testing and verify before quoting.

Question 6

How long does it take?

Accepted Answer

Typically 30-50 seconds. We fetch all sites in parallel (~3-5 seconds) then ask the model to produce the comparative analysis (~30-45 seconds). The result is cached for 24 hours so re-running with the same inputs returns instantly.

Question 7

Is the tool free? Do you store my data?

Accepted Answer

Free, no signup. Your URLs and the visible copy we extract are sent to our AI provider (OpenRouter / Google Gemini) to generate the analysis, then cached. We do not crawl beyond the URLs you submit, do not store the analysis in any user-visible database, and do not share your URLs with anyone outside the AI provider.

AI Competitor Analysis

Frequently Asked Questions

What does this tool actually compare?

How is this different from your AI Website Copy Rewriter?

How many competitors can I add? Do I need exactly 3?

What if one of the URLs fails to load?

Will the AI invent claims about my competitors?

How long does it take?

Is the tool free? Do you store my data?

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