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Normalized competitor comparison scorecard
The buyer gets a structured comparison grid with a distinct row for every competitor they name, matched on whole words against the row's name or domain, so one merged row cannot stand in for two competitors. Each row carries the competitor's name, a host-like domain, site traffic, a G2 rating, an authority rank, a positioning phrase, an ease-of-use note, and one specific weakness. The row count must reach at least the number of named competitors, domains are unique across rows, the numeric metrics are checked as in-range, and the written entries must clear minimum word floors rather than merely being present.
You receive: A JSON array of competitor objects, each with name, domain, site_traffic, g2_rating, authority_rank, positioning, ease_of_use, and specific_weakness.
Part of Launch Product
What's verified: STUD verifies the scorecard parses as a JSON array with at least as many rows as the competitors you name (or your minimum row count, default 1, whichever is higher), that each competitor you name is matched, on whole words, in its own distinct row's name or domain (one merged row cannot cover two names, a short name like 'Box' is not covered by 'dropbox.com', and a name that contains no letters or digits cannot be matched and fails the check), that every row carries all eight fields, that each domain is host-like (no scheme, no spaces) and unique across rows, that site_traffic is a non-negative integer, g2_rating is a number from 0 to 5, and authority_rank is an integer from 0 to 100, and that the written entries are real text: the name at least 2 characters, positioning and ease_of_use at least 3 words each, and the specific weakness at least 4 words. STUD does NOT verify the traffic, rating, or authority figures against real-world data, does NOT judge whether the positioning or weakness statements are true or insightful for your market, and does NOT check that your product context or target customer was used; those remain the operator's craft.
Opens soon
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Example
A sample of what this play produces. Your result is generated for your inputs.
| Name | Domain | Site traffic | G2 rating | Authority rank | Positioning | Ease of use | Specific weakness |
|---|---|---|---|---|---|---|---|
| ChatGPT | chatgpt.com | 850000000 | 4.7 | 95 | General-purpose AI assistant for any task | Simple chat interface, no setup required | No built-in verification of factual accuracy or delivered work |
| Upwork | upwork.com | 60000000 | 4.4 | 88 | Freelance marketplace for hiring independent contractors | Requires screening proposals and managing hires manually | Buyer bears all verification risk before and after payment release |
| Notion | notion.so | 120000000 | 4.6 | 90 | All-in-one workspace for docs, wikis, and notes | Flexible blocks but requires manual upkeep of content | Static pages go stale and require someone to notice and update them |
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