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FINAL STEP of making a site AI-citable: generate a free, self-declared v=AEO1 DNS record and .well-known/aeo.json the user publishes on their own domain, so AI engines can verify the facts came from the owner rather than a scrape. Returns the exact TXT record and JSON file with publishing instructions. No crawl, no verification, no account. WRITE action, rate-limited to 10/hour per caller.

Auto-populate the user's BrandKit (palette / fonts / tagline / logo / wordmark / boilerplate / voice notes) from files, a URL, or pasted text. Additive by default: fills empty fields, leaves populated ones alone. Idempotent: re-running the same inputs doesn't double-write. Overwrite rule: if the target brand kit already has an identity (a tagline/boilerplate/voice for a different brand), do not silently overwrite it. First ask the user whether to replace it. If the account supports multiple brand profiles, prefer creating a separate brand instead: pass a new `brand_id` slug plus `brand_name` rather than clobbering the existing one. Only pass `replace=true` once the user has confirmed they want this brand re-learned from the new source. Use when the agent has brand assets in scope (a working directory with logos / press-kit / brand-guide PDFs, the user's portfolio or Substack URL, pasted boilerplate copy) and wants to populate Niche's BrandKit so future signal_scan and content generation inherit the brand context. Agent-side equivalent of the Niche web app brand-kit ingest surface, same backend engine. Async, then poll: a URL or multi-file ingest runs in the background, so this call returns fast with {ingest_id, status:'ingesting'}. Then poll niche_brand_kit_ingest_status(ingest_id) until status is 'done'; that response carries the populated BrandKit, the ingest report (detected[] / skipped[] / errors[]), and a diff[] of changed fields. (Loop: ingest, then poll status until done/failed; same pattern as niche_signal_scan to niche_session_state.) Do not re-call ingest while one is running; a duplicate of the same inputs attaches to the in-flight job. URL ingest also fills voice primitives when the page has post-shaped text (Substack/blog/X). If a URL is slow or thin to scrape, the visual fields may land before the voice pass completes; when the report flags this, paste the page's About/homepage copy via `text=` to complete the brand voice.

Extract voice primitives (register / sentence rhythm / lexicon preferences / punctuation habits) from post-shaped text and persist onto the user's VoiceProfile. The voice primitives thread into content generation so generated copy matches the user's actual writing voice. Two input shapes: pass `posts` (list of pre-collected text snippets, ≥80 chars each) or pass `url` (the server scrapes post-shaped snippets from the page: Substack / Medium / blog / X profile). Inline posts win when both are given. Inline post-shaped snippets need to be the user's own writing, not press articles or marketing copy. Returns the extracted primitives + a diff of what changed on the stored VoiceProfile.

AI Regulatory Watchdog: scrapes EBA/ESMA/BaFin/CERT-Bund for DORA updates. Returns alerts with affected articles and severity. Run daily via cron or on-demand.

Value a collector's item from live retail + sold comps (DropWatch price-history) and return a confidence-tiered estimate with the comp shops and scrape date. Free preview of the value; the full appraisal+eligibility prep payload is the premium tool grail_appraise.

PREMIUM. Full GrailQualify appraisal + eligibility-prep payload: live valuation with all comps & scrape date, scheduled-insurance under-coverage gap, grading worth-it call — each rule-cited with authority hand-off. Pay-per-call via x402 (USDC on Base).

Build a full company profile by aggregating across multiple public sources: homepage, /about, /careers, JSON-LD schema, plus Crunchbase free-tier funding scrape when `include_funding=True`. Wraps `nexgendata/company-data-aggregator`. The richest of the company-research tools — use this when you want one record covering industry, HQ, founded date, employee band, key people, social handles, and funding history. Args: name_or_domain: Company name (e.g. "Stripe") or domain. include_funding: Include Crunchbase + news-based funding lookup.

Find Y Combinator companies, optionally filtered by batch (e.g. "W26", "S25") or status ("Active", "Acquired", "Public"). Wraps `nexgendata/yc-companies-directory-scraper`. Returns the YC directory entries (company name, batch, description, website, industries, location, status). Args: batch: Batch code such as "W26", "S25", "F24". stage: Status filter, e.g. "Active", "Acquired", "Public".

Search LinkedIn for public job postings matching a query. Wraps `nexgendata/linkedin-jobs-scraper`. Returns job title, company, location, posted date, and description. Posted-within filter is a soft hint applied client-side via the LinkedIn search UI. Args: query: Free-text job query (e.g. "senior python developer"). location: Optional location (e.g. "Berlin", "Remote"). posted_within_days: Soft recency filter (default 14, max 90).

[Sales Intelligence] Build a full company profile by aggregating across multiple public sources: homepage, /about, /careers, JSON-LD schema, plus Crunchbase free-tier funding scrape when `include_funding=True`. Wraps `nexgendata/company-data-aggregator`. The richest of the company-research tools — use this when you want one record covering industry, HQ, founded date, employee band, key people, social handles, and funding history. Args: name_or_domain: Company name (e.g. "Stripe") or domain. include_funding: Include Crunchbase + news-based funding lookup.

[Sales Intelligence] Find Y Combinator companies, optionally filtered by batch (e.g. "W26", "S25") or status ("Active", "Acquired", "Public"). Wraps `nexgendata/yc-companies-directory-scraper`. Returns the YC directory entries (company name, batch, description, website, industries, location, status). Args: batch: Batch code such as "W26", "S25", "F24". stage: Status filter, e.g. "Active", "Acquired", "Public".

[Sales Intelligence] Search LinkedIn for public job postings matching a query. Wraps `nexgendata/linkedin-jobs-scraper`. Returns job title, company, location, posted date, and description. Posted-within filter is a soft hint applied client-side via the LinkedIn search UI. Args: query: Free-text job query (e.g. "senior python developer"). location: Optional location (e.g. "Berlin", "Remote"). posted_within_days: Soft recency filter (default 14, max 90).

Fetch (scrape) a URL using ScrapingAnt and return the web page content as HTML. Args: url: The URL of the page to extract (scrape). browser: Whether to use browser rendering. Default: True. proxy_type: Type of proxy to use. Default: 'datacenter'. Use 'residential' if you encounter anti-bot detection, which improves anti-bot avoidance. proxy_country: Optional ISO-3166 country code. Default: random worldwide proxy. Use when facing geo-restrictions. Available country codes: ae, au, br, ca, cn, cz, de, es, fr, gb, hk, id, il, in, it, jp, kr, my, nl, ph, pl, ru, sa, sg, th, us, vn.

Fetch (scrape) a URL using ScrapingAnt and return the web page content as Markdown. Args: url: The URL of the page to extract (scrape). browser: Whether to use browser rendering. Default: True. proxy_type: Type of proxy to use. Default: 'datacenter'. Use 'residential' if you encounter anti-bot detection, which improves anti-bot avoidance. proxy_country: Optional ISO-3166 country code. Default: random worldwide proxy. Use when facing geo-restrictions. Available country codes: ae, au, br, ca, cn, cz, de, es, fr, gb, hk, id, il, in, it, jp, kr, my, nl, ph, pl, ru, sa, sg, th, us, vn.

Fetch (scrape) a URL using ScrapingAnt and return the web page content as plain text. Args: url: The URL of the page to extract (scrape). browser: Whether to use browser rendering. Default: True. proxy_type: Type of proxy to use. Default: 'datacenter'. Use 'residential' if you encounter anti-bot detection, which improves anti-bot avoidance. proxy_country: Optional ISO-3166 country code. Default: random worldwide proxy. Use when facing geo-restrictions. Available country codes: ae, au, br, ca, cn, cz, de, es, fr, gb, hk, id, il, in, it, jp, kr, my, nl, ph, pl, ru, sa, sg, th, us, vn.