Mentat Logic glyph MENTAT LOGIC Signal extraction · data-analysis actors
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Deterministic analysis for scraped social data.

Processors, not scrapers. These tools analyze the Facebook data you already collected — a dataset ID or pasted rows in, professional intelligence out. They never contact Facebook, and they never guess.

3 tools · one price $0.66 / 1,000 units · free allowance on every run · demo free, no signup
IdentityFREE
Page Identity Resolver & URL Deduplicator

Unifies every Facebook page-URL variant (m./www., profile.php?id=, /p/Name-ID/) into one canonical identity per page, and removes duplicate posts before you count anything.

FREE
No developer fee · your own compute only

House rule: two pages sharing a display name are reported as a hint with evidence — never merged. Unresolvable URLs come back as unresolved, with the reason.

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ComparisonPAID
Mentat Page Compare

Fair page-vs-page comparison from any posts export: duplicates removed before counting, honest medians, coverage stated, absent data shown as absent — plus a client-ready HTML report.

$0.66 / 1,000 unique posts
First 250 posts of every run free · compute included

House rule: deduplicated first, so you never pay twice for the same post. Short observation windows are flagged, not hidden.

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AuthenticityPAID
Comment Authenticity Audit

Per-account coordination signals in your own comments export — timing bursts, duplicate talking points, reply chains — every signal with its evidence attached.

$0.66 / 1,000 unique comments
First 1,500 comments of every run free · compute included

House rule: it never says "bot". INSUFFICIENT SIGNAL is a first-class answer, and every report states what the audit cannot detect.

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AuthenticityONE-CLICK
Authenticity Check — One-Click

Post URLs in → an established scraper conducted in your own account → evidence-first audit out, honest two-line receipt. First 1,500 comments free.

$0.66 / 1,000 comments
First 1,500 comments of every run free · compute included

House rule: it conducts the scraper in your own account and returns an honest two-line receipt — its cost and ours, stated separately.

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ReviewsPAID
Google Reviews Analysis

What customers actually say — and whether recent reviews were bought or review-bombed. First check free.

$1.99 / 1,000 reviews analyzed
First check free · full accessible review history

House rule: silent star-ratings are counted too; coordinated or bought reviews are flagged with the evidence attached, never merged into a single score.

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House rules — every tool, no exceptions
Never guessesambiguity is reported with evidence, not merged away
Absent renders "—"missing data is never shown as zero
Measured costsrun costs in the README are measured, not estimated
Limits statedevery README says what the tool deliberately does not do
Field notesdev.to
Sample outputsynthetic demo data

Both generated from the empty-input demos — synthetic sample data with planted traps each tool must catch, or refuse.