Sellular

For the queries a buyer actually types, which pages currently answer them, and is this site one of them? Every other tool here reads the site's own bytes; this reads the market around it, which is the gap a clean site can still have. PASS `queries` with real buyer phrases ("AI demo video generator", "transactional email API") - you are holding the page and are far better placed to name the market than a category enum, and the category fallback is deliberately weak. Returns the retrieved pages per query so every claim can be opened and checked. It does NOT name rival brands and it does NOT report what ChatGPT says: this is web retrieval, a sound proxy for citation but not a reading of any model's answer. Never restate it as one. Admin token required; it bills per search.

Who could publish a page that names this site. Runs answer_engine_gap, then keeps only the slot-holders whose TITLE reads like a third-party roundup ("17 Best X Tools", "X alternatives") rather than a vendor's own landing page, collapses them to one entry per host, and probes /write-for-us, /submit, /contact and /about for a reachable route. Use when a site appears in none of its buyer queries and you want the list of people to ask rather than another page to publish: a comparison page bets that this site gets retrieved, a roundup entry bets that an already-retrieved page names it. Returns `evidence` (the raw title) on every target, a separate `discussions` list of threads where a person is ASKING for something like this (community hosts and question-shaped titles, one entry per thread rather than per host, no contact probe because the thread URL is the route), and a `skipped` list of what both tests rejected, because they ARE heuristics and you must be able to overrule them. Read `discussions` first when the roundups all sell placement: a thread is a named person with the problem, and it costs nothing to reach. A null `contactUrl` means those four paths 404ed, not that the site cannot be reached. It does NOT rank by authority and does NOT predict whether a pitch will land; many of these sell placement. Admin token required; it bills per search.

Attach real product screenshots you already have on disk to one of your tracked products, so check_submission_readiness and generate_submission_kit stop reporting screenshots as missing. This is the one asset that blocks the five highest-authority directories in the catalogue (G2, Product Hunt, Capterra, SourceForge and TrustRadius all require a gallery), so filling it once unblocks all five for that product. IMPORTANT: this tool uploads nothing by itself and cannot. The Sellular server is remote, so it cannot read your machine; it authorises YOU to send the bytes and returns the exact curl command per file, valid for ten minutes and for this product only. It never fetches, generates, resizes or substitutes an image: only a file a human already has can enter the gallery. Directories want 3-5 images, PNG or JPG, at least 1280x720. Re-sending the same file is safe: it corrects that image rather than adding a duplicate. Nothing is ever deleted. Account-scoped: requires the MCP_API_KEY bearer token, and asks you to confirm before authorising.

Scan up to 10 public domains in one call: for each domain, the Sellular visibility score (0-100, A-F) and whether llms.txt exists. No directory coverage (see scan_domain). Returns partial results with a per-domain error instead of failing the whole batch. Debits the rate limiter once per domain (results cache 24h per domain). Use for outreach research across a prospect list.

Check what is missing before one of the connected account's products can be submitted to directories, WITHOUT generating a full kit: per directory, every required field is reported as present, derived (with its source, e.g. site favicon or og:image), or missing (with the fix), plus one deduped list of blockers and the recorded done/pending/remaining progress. Read-only. Account-scoped: requires the MCP_API_KEY bearer token. Use to answer 'what is missing' or 'where should submissions start' before doing any submission work.

Score 2-5 public websites and rank them by visibility score, side by side, each with grade and its top strengths/weaknesses. Use to benchmark a site against competitors and explain who wins and why.

Generate an llms.txt file body for a public website from its fetched metadata: site name, description and key pages. Returns the text to serve at the site root as /llms.txt; an agent in the site's repo should write it to public/llms.txt (Next.js) or the web root, reviewing the Key Pages list first. STATE THIS WHEN OFFERING IT: there is no evidence any answer engine reads llms.txt. Google said in July 2025 that it does not support the file and is not planning to; Ahrefs found 97% of published llms.txt files received zero crawler requests across 137,210 domains (May 2026); no major lab has committed to reading it in production. It is harmless to serve and some smaller tools do read it, but it is not a visibility fix, it is not scored by get_visibility_score, and promising a citation lift from it would be false. Use when the user asks for the file knowing that.

Generate a competitor review article for one of your apps, named by its website (product_url, e.g. "sparkmobile.dev") or its id. Asks you to confirm the website and optionally name its rivals, then runs live competitor research (Tavily), writes the article and (optionally) builds a head-to-head comparison table. Returns a preview link and the name of the editor it is waiting on. The article is NEVER published by this tool: it is submitted to a Sellular editor for approval (the editor is emailed) and only goes live at /reviews/[slug] once that editor approves it. Requires a paid plan (starter+) and counts against the monthly review generation quota. Authenticate with either your product API key (Dashboard -> Analytics -> API key), which names the product on its own, or the admin key plus product_id. TO WRITE THE ARTICLE YOURSELF: call once with brief_only=true to get the researched feature matrix and the full writing brief, then call again passing your article as `draft`. That skips the built-in writer entirely and is the better article, because you are already holding the comparison. The editor approval step is identical either way. TO DRAFT WITHOUT SUBMITTING: add hold_as_draft=true and the article is saved as a dashboard draft instead, with no editor involved; the owner reads it at the dashboard and submits it from there when happy.

Turn a public site's failing SEO / AI-discoverability checks into ready-to-apply fixes: complete file bodies (robots.txt, sitemap.xml, llms.txt, security.txt, manifest.json) and HTML head snippets (meta description, Open Graph, Twitter card, canonical, JSON-LD), each with where it belongs in the source tree (Next.js locations named). Built for coding agents working inside the site's own repository: write the files, insert the snippets, replace the TODOs, deploy, then re-run seo_audit_summary to verify. Read-only on Sellular's side; the tool itself writes nothing. Run seo_audit_summary first when you only want the diagnosis.

Build ready-to-paste directory submission copy for one of the connected account's products: name, tagline, length-appropriate descriptions, category and pricing mapped to each directory's own field names and char limits, plus per-directory prep requirements (screenshots, video), resolved assets with provenance, blockers (e.g. missing logo) and recorded done/pending/remaining progress. `fields`/`copyText` contain ONLY pasteable values; prep instructions live in `requirements`. Read-only formatter: it does NOT submit anything anywhere. Account-scoped: requires the MCP_API_KEY bearer token. Use when preparing directory submissions without opening the dashboard.

Get the ready-to-paste Sellular badge embed for one of the connected account's products, as HTML (also valid JSX as-is) and as Markdown. One embed per product: the image auto-upgrades to whichever tier the product currently holds (listed, editor's pick, top rated, or the paid featured slot while it runs), so it is pasted once and never replaced; never pin a width on it. The badge's link resolves per click too: the product's featured article while a paid feature window runs, its page in the Sellular directory otherwise, where visitors read and leave reviews. The tool itself edits nothing: if you are an agent working inside the product's source repository, add the snippet to the landing page header or footer yourself, next to any other trust badges, keeping the link and alt text intact; otherwise hand it to the developer. Account-scoped: requires the MCP_API_KEY bearer token.

Get visitor analytics for one of the connected account's products: views and unique visitors for the last 7 days, 30 days and all time, plus published/draft review counts. Set `breakdown` to also get WHERE the traffic came from: referring hosts, channels (search, social, referral, direct), campaigns, countries, devices, and a per-day visitor trend. Counters alone cannot tell a spike caused by one referrer from steady organic growth, so ask for the breakdown whenever the question is why traffic moved or which source is working. Read-only. Account-scoped: requires the MCP_API_KEY bearer token.

Get the Sellular visibility score (0-100, graded A-F) for a public website by domain or URL. Measures SEO and AI-discoverability signals (meta tags, sitemap, llms.txt, structured data, etc.). Use when asked how discoverable or SEO-ready a site is.

List curated directories a product can submit to, sorted by domain authority. Optionally filter by product category (e.g. 'saas', 'ai', 'tools', 'dev'). Reference data only, read-only: this does NOT submit anything. Use to suggest where a product should get listed.

List the review articles across every product you own, newest first, with their editorial status (draft, pending_review, published, rejected), editor notes and public URL once live. Use to check what happened to a generated review. Authenticate with either your product API key (Dashboard -> Analytics -> API key) or the admin key; both list the whole account, since a review belongs to the owner rather than to one product.

Put one of your tracked products in the Sellular community directory, or refresh the card it already has from the product's current name, tagline, description and category. The card is a public page at sellular.online/community/<domain> where people can read about the product and leave reviews, and it is what the Sellular badge links to. Idempotent per domain: calling it again updates that one card instead of adding a rival to it, and nothing is ever deleted. Only products the account already tracks can be listed, because the directory's claim is that each card belongs to whoever made the thing: run track_product first for anything missing. Account-scoped: requires the MCP_API_KEY bearer token, and asks you to confirm before writing.

List public community listings on Sellular, with optional category or search filter. Read-only. Use to browse products already listed in the community directory.

List the sites/products tracked on the connected Sellular account (products and listings), including type, category, status and whether the Sellular badge is verified. Read-only. Account-scoped: requires the MCP_API_KEY bearer token and MCP_ACCOUNT_EMAIL to be configured.

Record that one of your tracked products has been submitted to a directory, so check_submission_readiness and generate_submission_kit stop listing it as remaining and you never re-submit the same place twice. Status is 'submitted' (done or live), 'pending' (waiting on their review) or 'rejected' (turned down). Optionally store the live listing URL and a note. Idempotent per product+directory: recording the same directory again updates that record rather than adding another, and nothing is ever deleted. This does NOT submit anything anywhere; it only records what you did. Account-scoped: requires the MCP_API_KEY bearer token, and asks you to confirm before writing.

One-call visibility audit for a public website: Sellular visibility score (0-100, A-F) and whether llms.txt exists (root or .well-known). Reports NO directory coverage, for any domain, including your own: that needs the account's submission records, so ask check_submission_readiness instead. Read-only; results cached 24h per domain. Use when asked to audit or size up a site's overall discoverability in one shot.

Run a read-only SEO / AI-discoverability audit on a public URL. Returns the passing and failing checks, with failures sorted by impact (biggest score wins first) so you can recommend what to fix. Use after get_visibility_score to explain a low score.

Start tracking one of your products on the connected Sellular account, so the account-scoped tools can work on it: check_submission_readiness, generate_submission_kit, get_product_analytics and record_submission all refuse to run for a product that is not tracked. Idempotent by website: calling it again for a site already tracked UPDATES that entry (name, category, tagline, description) instead of creating a duplicate, so it is safe to retry. Never deletes anything. Account-scoped: requires the MCP_API_KEY bearer token, and asks you to confirm before writing. Use when a product is missing from list_tracked_sites.