ChatGPT Plugin

FilingLantern

Check the proof behind profits

Brand: Unknown

Category: Pending
Primary Subcategory: Pending

Integration details

Description

See the change. Check the proof. Challenge the story. A profit headline tells you what happened to one number. FilingLantern helps you see what the reported figures can support—and where the explanation stops. Explore 1,000 dated company cards for US-listed securities. Read reported revenue, profit, EPS and assets, with operating income, cash from operations, liabilities, equity and diluted shares where the filing reports them. Compare fiscal periods, keep missing data visible and follow the SEC sources behind each figure. For a deeper check, Evidence & Challenge currently covers two reviewed annual report pairs: FIX and CME, fiscal 2024 → 2025. These are two complete, source-checked cases; the full evidence workflow is not available for all 1,000 companies. Open an evidence card and ask more of the explanation: • Show the proof: exact source figures, document locations and reproducible calculations. • Challenge the claim: see whether the same evidence supports it, weakens it, contradicts it or leaves the question unresolved. • Check the accounting first: operating result, non-operating items and tax must reconcile to the change in net income. A missing input or accounting gap stops further claims. • Keep the periods honest: a quote must concern the same two fiscal years as the numerical comparison. FIX shows how a change in annual profit reconciles. CME tests something different: clearing-collateral earnings together with distributions to clearing participants, and the earnings available to common shareholders separately from consolidated profit. Preferred-share allocations are not labelled as noncontrolling interests. Every action stays with the same immutable evidence package. A management statement remains an attributed statement, not independent proof of a business cause. New filings do not automatically overwrite reviewed cards. Start with: “Analyze FIX’s 2024 and 2025 annual results. Show the evidence card, then challenge the explanation.” The 1,000-company snapshot is dated October 3, 2026. The FIX and CME annual evidence pairs were reviewed on October 6, 2026. This is company research, without live quotes, forecasts, buy/sell recommendations, trade execution or proof of causation from accounting alone.

Integration type: Plugin
Verification status: Not applicable
Platform: ChatGPT
Category: Pending
Primary Subcategory: Pending
Secondary Subcategories: None listed
Brand: Unknown
Access: No account required
First tracked: 2026-10-22
Tool count: 11
Geography: US

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Primary Subcategory

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Tools

11 tools agents can invoke

Retrieve the complete validated, immutable FIX or CME FY2024 to FY2025 evidence package: accounting reconciliation, atomic claims, exact source facts, reproducible formulas, matching-period excerpts and limitations. This is a separate two-issuer pilot, not analysis support for the full snapshot. This evidence pilot covers only the reviewed FIX and CME FY2024 to FY2025 annual pairs. Accounting must reconcile before claims are made. All calculations and challenges use deterministic source-bound rules, without a model API or a Codex session. A management quote must concern the same two years and is attributed commentary, not independent proof of a business cause. A new filing never replaces a reviewed card automatically. This is not a recommendation or a forecast. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
get_evidence_package
Recheck one existing claim against the same validated immutable evidence package. Returns supported, weakened, contradicted or insufficient_evidence, actual checks, limitations and evidence still needed. It is a bounded deterministic check, not an unrestricted AI investigation. This evidence pilot covers only the reviewed FIX and CME FY2024 to FY2025 annual pairs. Accounting must reconcile before claims are made. All calculations and challenges use deterministic source-bound rules, without a model API or a Codex session. A management quote must concern the same two years and is attributed commentary, not independent proof of a business cause. A new filing never replaces a reviewed card automatically. This is not a recommendation or a forecast. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
challenge_evidence_claim
Compare reported SEC facts for 2â€“5 covered companies, including operating income, cash from operations, liabilities, equity and diluted shares when those filings report them. Preserves each companyâ€™s own fiscal dates, source links and revenue definition. A fact with previously_reported was revised. Differences do not establish which stock to buy; no ranking, valuation or trade execution. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
compare_companies
Return additional rule-based observations from the same reviewed immutable package. No new facts are fetched, no cause is invented and no wider-issuer coverage is implied. This evidence pilot covers only the reviewed FIX and CME FY2024 to FY2025 annual pairs. Accounting must reconcile before claims are made. All calculations and challenges use deterministic source-bound rules, without a model API or a Codex session. A management quote must concern the same two years and is attributed commentary, not independent proof of a business cause. A new filing never replaces a reviewed card automatically. This is not a recommendation or a forecast. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
get_evidence_insights
Search the bounded 2122-company FilingLantern SEC snapshot by ticker, company name or sector. Returns coverage and snapshot date; this is not a live market search or an investment ranking. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
search_companies
Display the FIX or CME annual evidence package already retrieved with get_evidence_package. Use its exact package_id. The card shows the reconciliation, evidence and bounded challenges inside the host; it does not broaden coverage or generate a saved AI analysis. This evidence pilot covers only the reviewed FIX and CME FY2024 to FY2025 annual pairs. Accounting must reconcile before claims are made. All calculations and challenges use deterministic source-bound rules, without a model API or a Codex session. A management quote must concern the same two years and is attributed commentary, not independent proof of a business cause. A new filing never replaces a reviewed card automatically. This is not a recommendation or a forecast. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
render_evidence_card
Prepare identifiers for a user-requested conversation analysis of one company in the active coverage index. On initial preparation, show the button and wait for the user to send the prepared request; this tool result alone does not authorize analysis. Preparing, copying or drafting does not initiate analysis. When the user sends an explicit request, then use get_company_facts and get_filing_excerpt to analyze, rather than preparing or rendering another waiting button. This is not a reviewed backend analysis and it does not run a background model. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
prepare_conversation_analysis
Read one limited plain-text fragment of an original SEC filing for any company in the active verified coverage index. Pass only the ticker, period, an accession already present on the active card, and optionally a zero-based part. A URL is not accepted. The server chooses the HTML filing for that same accession when the card lists one, and keeps any XBRL instance URL and hash separate. Hidden XBRL contexts are not returned as a discussion. The fragment includes its source, character location, normalization and the hash of the fetched bytes. It is retrieved text, not a reviewed analysis. If the discussion cannot be read, or a stored hash does not match the file that hash belongs to, the result is an explicit gap and no explanation is invented. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
get_filing_excerpt
Read revenue, net income, diluted EPS, assets, andâ€”when the filing reports themâ€”operating income, cash from operations, liabilities, stockholders equity and diluted weighted-average shares. Includes matched year-over-year comparisons and SEC source links for one covered company and reported period. Returns edition.document_sha256 and edition.universe_hash taken from the active verified index, never from the caller. A fact with previously_reported was revised by a later filing; missing facts stay missing. Explicitly returns filing dates, data limitations and whether management reading notes were reviewed. No quotes, forecasts or advice. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
get_company_facts
Show the button that prepares one analysis request for the user to send in this conversation. Call prepare_conversation_analysis first, or pass the same ticker and period. On initial rendering, wait for the user to send the prepared request; this tool result alone does not authorize analysis. Preparing, copying or drafting does not initiate analysis. When the user sends an explicit request, then use get_company_facts and get_filing_excerpt to analyze, rather than rendering another waiting button. The button does not save a review. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
render_conversation_analysis
Show one existing claim from the exact immutable evidence package, together with all its input facts, formula results and referenced source excerpts. Never accepts client-provided figures, narrative, URLs or claimed verification. This evidence pilot covers only the reviewed FIX and CME FY2024 to FY2025 annual pairs. Accounting must reconcile before claims are made. All calculations and challenges use deterministic source-bound rules, without a model API or a Codex session. A management quote must concern the same two years and is attributed commentary, not independent proof of a business cause. A new filing never replaces a reviewed card automatically. This is not a recommendation or a forecast. Answer in the user's language. Include the exact fiscal start/end dates, snapshot date and clickable SEC source links for financial results. Explain reading_notes.message in plain language rather than exposing internal status codes or JSON field names. When previously_reported is present, say the amount was revised and cite both amounts with their filing dates. Do not call a fact revised when that field is absent. When a comparison includes a reason, use that sentence and do not invent another cause for a missing fact or a missing percentage. If asked which stock to buy or sell, do not select a preferred stock, offer a conditional investment pick, or call a ranking the nearest equivalent of a recommendation. For requests solely for orders, investment recommendations, live quotes or private account information, explain that these functions are unsupported and do not call research tools to substitute a different task. You may suggest a neutral comparison of reported facts as a possible next question, without retrieving data unless the user explicitly requests reported facts. Faster reported growth does not establish investment suitability. Do not invent causes for unreviewed filings. Always disclose period.source_status when a newer report or amendment is absent from the card, including its report end, filing date and SEC link. The latest period in Company Facts is not a guarantee of the latest EDGAR report. Alternative ProfitLoss facts have a separate scope and must not fill NetIncomeLoss or the strict accounting equation.
get_evidence_claim

FAQs

FilingLantern ChatGPT Plugin FAQ

How the directory, categories and Discoverability Score work.

Read the methodology

How do I improve FilingLantern's ChatGPT Plugin discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.