The tools
Eight instruments. One desk.
Four read your own numbers. Four read theirs. Every line comes back with the filing or pricing page it was taken from.
What these tools are actually reading
Two of the eight run entirely on numbers you type and need no dataset at all. The rest depend on the structured fact layer below, and it is published rather than implied — including when it is thin. A tool with no data for a company reports that it has no data, never an empty result dressed as a clean one.
Try before you click
Pick a tool. See what it hands back.
Two tools that grade your own reporting before someone else does.
The Check
Eight tests on whether two of your own metrics contradict each other. Every threshold is anchored to a filing where a public company disclosed the same pattern.
The Mirror
Your positioning against the people you lose to. It separates claims a buyer could verify from claims that only sound like it, then shows the phrases your whole category shares.
Three tools that read the other side’s own documents back to you.
The Grid
One question across the whole comp set. Each cell is answered from a document, graded A/B/C and linked. Unread cells say so and hand you the EDGAR search that would fill them.
The Diff
What moved on their pricing page. A baseline is recorded on the first run; every later run reports the real changes and drops the copy edits. Usage rates are tracked apart from tier prices.
The Reversal
Where a company contradicted itself between two filings. Metrics that vanished, stories that reversed, numbers moving against the narrative wrapped around them — by rule, with both quotes.
One turns findings into something an AE can carry. The other tells you when the next filing lands.
The Battlecard
One page on a competitor, built only from their filings. Their disclosed numbers, the contradictions in their own documents, and the questions to put to them — with the filing behind every line. Shorter than the battlecard you have, and it survives being questioned.
The Wire
The document, not the coverage of it. Every competitive intelligence tool triggers on a website change or a journalist. The 8-K is the upstream event, timestamped by a regulator. Filtered against 104 verified CIKs so it is your filers, not everyone’s.
The one tool that runs the other seven for you, on a schedule.
They run in an order.
A grid cell marked unread is a Reversal waiting to be run. A material price change in the Diff is a question for the Check about whether your own price holds. The handoff is the product — the tools are just where it happens.
All eight also run from inside Claude or Cursor. The MCP endpoint exposes the same filing-sourced data as five read-only tools, so the question you had while drafting a deal review gets answered where you had it.
Nobody needs all eight.
Each role lives in two of them.
The Diff → The Check
See what comparable vendors repriced this week, then test whether your own retention and ARPU still agree before committee.
The Check → The Mirror
Find the two board-deck metrics that contradict each other, then whether your positioning says anything theirs doesn’t.
The Mirror → The Diff
Locate the dead phrases your category shares, then watch which competitor moves price or packaging behind them.
The Grid → The Reversal
Build the comp set in one view, then take the odd-looking names and find where their filings disagree across periods.
Two tables the tools draw on.
- BenchmarksRetention, growth and margin for named public filers, each figure linked to its filing — including who discloses a number and who doesn’t. Open it →
- Repricing IndexWhat happened to the price of the software you already own. Twenty-two rows, each with its billing unit and verification date. Open it →
What leaves the page.
No backend, no account, no analytics cookie. Your figures, competitor list and pasted text are processed in this browser; the Diff keeps its baselines in your browser’s own storage, clearable any time with Forget all.
One exception: fetching a live page needs a helper, so the address goes to a public read-only text extractor. Only the URL travels — paste anything unpublished instead.
The filings these are built from.
Ten signals a week, every one carrying the state of its own sourcing.
Scope
Where the tools work best.
The bench is built around primary documents. Knowing its edges up front makes the eight tools easier to point at the right question.