ranklogs

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Ranklogs brings SEO and AI-search visibility into your AI client. Ask whether ChatGPT and Google's AI answers name your brand when customers ask for recommendations, see which competitors get named instead, check keyword rankings, audit a site, and pull backlink and content data — all as tools your assistant can call directly.

Status: Healthy
Last Tested: 2026-08-29 09:34
Transport: Streamable HTTP
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Tool Definition Quality

Score is being calculated. Check back soon.

Available Tools

27 tools

add_ai_promptAdd an AI visibility prompt

Idempotent

Inspect

Track a new question across AI assistants for a Ranklogs project.

Requires a connection with write access. A project tracks up to 20 prompts, and an existing prompt is not added twice, so repeating a call is safe. Results appear after the next weekly AI visibility run.

ParametersJSON Schema

Name	Required	Description	Default
`prompt`	Yes	The question to track across AI assistants.
`project_id`	Yes	Ranklogs project id.

Output Schema

ParametersJSON Schema

Name	Required	Description
`added`	Yes
`reason`	No
`quota_remaining`	Yes

add_keywords_to_projectAdd keywords to a project

Idempotent

Inspect

Start tracking new keywords on a Ranklogs project.

Requires a connection with write access. Keywords already tracked are skipped, so repeating a call is safe. Positions appear after the next daily rank check — this does not run an immediate check. Adding is limited by the plan keyword allowance; whatever fits is added and the rest come back as skipped.

ParametersJSON Schema

Name	Required	Description	Default
`keywords`	Yes	Keywords to start tracking. Duplicates are ignored.
`project_id`	Yes	Ranklogs project id.

Output Schema

ParametersJSON Schema

Name	Required	Description
`added`	Yes
`skipped`	Yes
`added_count`	Yes
`skipped_count`	Yes
`quota_remaining`	Yes

analyze_competitor_domainAnalyze a competitor domain

Read-only

Inspect

Analyze a competitor domain: organic/paid footprint, estimated traffic and traffic value, position split, and their top-ranking keywords.

Pass project_id (a ranking id from list_projects) to overlay winnability and get prioritized recommendations; omit it and recommendations come back empty. May use lookups, up to 3 fetches cold — accounts on the legacy KR add-on are charged one daily research credit per call even on cache hits, so this is never free for them.

ParametersJSON Schema

Name	Required	Description	Default
`domain`	Yes	Competitor root domain, e.g. competitor.com
`project_id`	No	Your ranking id from list_projects — enables the winnability overlay AND recommendations (omit and recommendations come back empty).
`language_code`	No		en
`location_code`	No

Output Schema

ParametersJSON Schema

Name	Required	Description
`notes`	Yes
`domain`	Yes
`verdict`	Yes
`overview`	Yes
`top_keywords`	Yes
`recommendations`	Yes
`lookups_remaining`	Yes

generate_content_briefGenerate a content briefInspect

Run a content analysis on one page for one search term: scores it against the pages actually ranking and produces a working brief.

Uses 1 of the plan's monthly content analyses. Takes about a minute — fetch the result with get_content_brief.

ParametersJSON Schema

Name	Required	Description
`url`	Yes	The page to analyze.
`keyword`	Yes	The search term to score the page against.
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`check`	Yes
`reason`	Yes
`run_id`	Yes
`started`	Yes
`verdict`	Yes
`target_id`	Yes
`project_id`	Yes

generate_reportGenerate a branded PDF report

Read-only

Inspect

Produce a branded PDF report for a project: the full project report, or a web audit as a complete report or an issues-only list.

project_id is a ranking id from list_projects. Choose kind: full for the whole project report, audit_full for the complete web audit, or audit_issues for the issues-only list. Returns a one-time download link, or a local file path when run locally. Requires the report feature enabled on the account. (free — cached render)

ParametersJSON Schema

Name	Required	Description	Default
`kind`	No	Which branded PDF: full = the whole project report; audit_full = complete web audit; audit_issues = the audit issues list only.	full
`period`	No	Report window in days (7, 30 or 90) — used by kind=full
`sections`	No	Subset for kind=full; omit for all
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`kind`	Yes
`filename`	Yes
`file_path`	No
`expires_at`	No
`size_bytes`	Yes
`download_url`	No

generate_schemaGenerate JSON-LD schema markup

Read-only

Inspect

Generate valid schema.org JSON-LD structured data for any of 13 common content types, ready to drop into a page.

Supported types: FAQPage, BreadcrumbList, Article, LocalBusiness, Organization, Person, VideoObject, WebSite, Product, HowTo, Recipe, Event, and JobPosting. Required fields per type are validated and errors name exactly what is missing so you can fix and retry. (free, no API call)

ParametersJSON Schema

Name	Required	Description	Default
`type`	Yes	The schema type to generate
`fields`	Yes	Type-specific fields — required fields are validated and errors tell you exactly what is missing. Required per type: FAQPage qa[].q+a; BreadcrumbList items[].name (≥2); Article headline; LocalBusiness/Organization/Person/Product name; VideoObject name+description+thumbnailUrl+uploadDate; WebSite name+url; HowTo name+steps[].text; Recipe name+ingredients[].item+steps[].text; Event name+startDate; JobPosting title+description+datePosted+orgName.

Output Schema

ParametersJSON Schema

Name	Required	Description
`type`	Yes
`json_ld`	Yes
`jsonld_object`	Yes

get_account_statusAccount status & quota

Read-only

Inspect

Your Ranklogs plan/tier, lookups balance and monthly allowance, and which Ranklogs features are enabled.

This is the quota pre-check tool: check here before planning research-heavy work. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
No parameters

Output Schema

ParametersJSON Schema

Name	Required	Description
`plan`	Yes
`lookups`	Yes
`verdict`	Yes
`features_enabled`	Yes
`lookups_remaining`	Yes

get_ai_citationsAI citations & sources

Read-only

Inspect

Which sources AI answer engines cite for one project: top cited pages tagged yours, competitor, or third-party, plus the corroboration gap.

project_id is a ranking id from list_projects. The corroboration gap is third-party domains that cite rivals in AI answers while you're absent — your publish/target list. Pass prompt_id for full per-engine evidence on one tracked prompt. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`prompt_id`	No	A tracked prompt id — returns per-engine full answers + citations for it
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`notes`	Yes
`verdict`	Yes
`evidence`	Yes
`top_pages`	Yes
`corroboration_gap`	Yes

get_ai_visibilityAI search visibility

Read-only

Inspect

How visible one project is across AI answer engines: share of AI voice, presence and citation rate, and rank among tracked competitors.

project_id is a ranking id from list_projects. Share of AI voice, presence, and citation rate are aggregate figures measured across ChatGPT, Gemini, Google AI Overviews, and Perplexity, broken down per engine. Per-engine figures are share of AI voice and cited/named/absent counts, not a per-engine citation-rate split. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`window`	No	Reporting window: all history, last 90 days, or last 30 days	all
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`notes`	Yes
`window`	Yes
`verdict`	Yes
`confidence`	Yes
`per_engine`	Yes
`sov_change`	Yes
`competitors`	Yes
`presence_pct`	Yes
`citation_rate`	Yes
`share_of_voice`	Yes
`rank_among_competitors`	Yes

get_audit_issuesWeb audit issues

Read-only

Inspect

Web audit issues for a project: a severity-filtered list, or drill into one issue’s affected pages and fix steps.

project_id is a ranking id from list_projects. Omit issue_key for the severity-filtered list (each issue carries its own how-to-fix); pass issue_key to drill into that issue’s affected pages and full fix steps. Filter the list with severity (error, warning, or notice); page through detail results with page. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`page`	No
`severity`	No
`issue_key`	No
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`area`	No
`mode`	Yes
`label`	No
`total`	No
`issues`	No
`severity`	No
`issue_key`	No
`truncated`	No
`how_to_fix`	No
`project_id`	Yes
`affected_pages`	No

get_audit_summaryWeb audit summary

Read-only

Inspect

Web audit health summary for a project: site health score, its change since the last crawl, and the top-3 prioritized fixes.

project_id is a ranking id from list_projects. The fix-next verdict explains why each item matters and which area it touches, alongside quick wins, pages at risk, and what was fixed since the last crawl. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`fixed`	Yes
`fix_next`	Yes
`project_id`	Yes
`quick_wins`	Yes
`since_last`	Yes
`health_delta`	Yes
`health_score`	Yes
`pages_at_risk`	Yes

get_backlink_profileBacklink profile

Read-only

Inspect

Backlink profile summary for a project: Domain Score, total backlinks, referring domains, new/lost counts, spam score, and anchor health.

project_id is a ranking id from list_projects. Results are prioritized with risk notes flagging what needs attention. (may use lookups)

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`new_count`	Yes
`lost_count`	Yes
`project_id`	Yes
`risk_notes`	Yes
`spam_score`	Yes
`domain_score`	Yes
`anchor_health`	Yes
`total_backlinks`	Yes
`low_balance_note`	No
`lookups_remaining`	Yes
`referring_domains`	Yes

get_content_action_planContent action plan

Read-only

Inspect

The project's prioritized to-do list: what to brief, which AI prompts you're losing, what's technically at risk — ordered by business impact. Computed nightly from the project's own data.

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`kpis`	Yes
`cards`	Yes
`verdict`	Yes
`project_id`	Yes

get_content_briefContent brief

Read-only

Inspect

A finished content brief for one target page: 0–100 score against the pages actually ranking, terms to add, questions to answer, suggested outline and internal links.

ParametersJSON Schema

Name	Required	Description	Default
`target_id`	Yes	Content target id from get_content_targets

Output Schema

ParametersJSON Schema

Name	Required	Description
`url`	Yes
`brief`	Yes
`score`	Yes
`status`	Yes
`keyword`	Yes
`verdict`	Yes
`scored_at`	Yes
`target_id`	Yes
`latest_run`	Yes

get_content_targetsContent optimization targets

Read-only

Inspect

The pages under content optimization for a project, with their scores and the monthly analysis allowance.

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`targets`	Yes
`verdict`	Yes
`allowance`	Yes
`project_id`	Yes

get_keyword_battlegroundKeyword battleground (head-to-head)

Read-only

Inspect

A strictly pairwise head-to-head between your domain and one rival: keyword intersection with both positions, plus the gap list.

The gap list is keywords the rival ranks for that you don't — your publish/target list. Provide domain_a, or project_id to use your project domain. May use lookups; this is strictly pairwise, so call it once per rival. Legacy KR add-on accounts are charged a daily research credit per call even on cache hits.

ParametersJSON Schema

Name	Required	Description	Default
`domain_a`	No	Your domain; defaults to the project domain when project_id is given
`domain_b`	Yes	The rival domain to compare against, e.g. rival.com
`project_id`	No	Your ranking id from list_projects — used to resolve your domain (provide domain_a OR project_id).
`language_code`	No		en
`location_code`	No

Output Schema

ParametersJSON Schema

Name	Required	Description
`rows`	Yes
`notes`	Yes
`verdict`	Yes
`domain_a`	Yes
`domain_b`	Yes
`gap_list`	Yes
`overlap_count`	Yes
`lookups_remaining`	Yes

get_keyword_rankingsKeyword rankings

Read-only

Inspect

Keyword positions and KPIs for one project: visibility, traffic estimate, top-3/top-10 counts, and per-keyword detail.

Per-keyword detail includes position, change, best URL, intent, volume, and Keyword Score. Works for web, local and YouTube projects (tracking type is detected automatically). project_id is a ranking id from list_projects. Filter with query, order with sort (position/change/volume/traffic), cap with limit (max 50). Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Default
`sort`	No	position
`limit`	No
`query`	No
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`kpis`	Yes
`total`	Yes
`project`	Yes
`verdict`	Yes
`keywords`	Yes
`truncated`	Yes
`tracking_note`	Yes

get_new_lost_backlinksNew / lost backlinks

Read-only

Inspect

New and lost backlinks for a project, capped 25 per side, each with Domain Score, anchor text, and follow status.

project_id is a ranking id from list_projects. (may use lookups)

ParametersJSON Schema

Name	Required	Default
`limit`	No
`status`	No	both
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`status`	Yes
`new_links`	Yes
`lost_links`	Yes
`project_id`	Yes
`honesty_note`	Yes
`fallback_used`	Yes
`low_balance_note`	No
`lookups_remaining`	Yes

get_outreach_recommendationsBacklink outreach recommendations

Read-only

Inspect

Backlink outreach, protect, and fix recommendations for a project.

project_id is a ranking id from list_projects. Pass competitor_domain to get link-gap domains — domains that link to a rival but not you — ranked as outreach targets. (may use lookups)

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes
`competitor_domain`	No	A rival root domain, e.g. competitor.com — switches to link-gap mode: domains that link the rival but not you, ranked as outreach targets.

Output Schema

ParametersJSON Schema

Name	Required	Description
`mode`	Yes
`cards`	No
`project_id`	Yes
`gap_domains`	No
`low_balance_note`	No
`competitor_domain`	No
`lookups_remaining`	Yes

get_project_overviewProject overview

Read-only

Inspect

The briefing for one project: health, visibility, top movers, and the highest-priority things to fix now.

project_id is a ranking id from list_projects — call list_projects first. If the premium briefing isn't enabled for the account, this returns base health/visibility/backlink metrics instead and says so. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`health`	Yes
`movers`	Yes
`project`	Yes
`verdict`	Yes
`degraded`	Yes
`insights`	Yes
`backlinks`	Yes
`visibility`	Yes
`degraded_note`	Yes

get_prompt_gap_briefAI prompt gap brief

Read-only

Inspect

The gap brief for one AI prompt: the answer an assistant could quote, what the currently-cited pages have that this site doesn't, and the schema to add. null until win_prompt has run.

ParametersJSON Schema

Name	Required	Description	Default
`prompt_id`	Yes	A tracked AI prompt id, from get_ai_visibility's prompt matrix or add_ai_prompt
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`prompt`	Yes
`verdict`	Yes
`allowance`	Yes
`gap_brief`	Yes
`latest_run`	Yes
`project_id`	Yes
`gap_brief_at`	Yes

get_ranking_alertsRanking alerts (movements)

Read-only

Inspect

Threshold-crossing ranking events for one project over the last N days (7–90): keywords entering/leaving top 3/10/100 and big gains/drops.

Events are annotated with known Google update dates. Honest scope: these are computed movements, not user-configured alert rules — Ranklogs has no saved-alerts feature yet. project_id is a ranking id from list_projects. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`days`	No
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`note`	Yes
`total`	Yes
`events`	Yes
`by_type`	Yes
`project`	Yes
`verdict`	Yes
`truncated`	Yes
`window_days`	Yes

get_share_of_voiceShare of voice

Read-only

Inspect

Project-scoped share of voice: your top-10 presence versus your tracked competitors, plus per-keyword gaps.

A gap is a keyword where a competitor ranks and you don't. Documented scope: tracked keywords only, presence-based (not volume-weighted), and no historical trend. project_id is a ranking id from list_projects. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`project_id`	Yes

Output Schema

ParametersJSON Schema

Name	Required	Description
`you`	Yes
`gaps`	Yes
`trend`	Yes
`project`	Yes
`verdict`	Yes
`semantics`	Yes
`truncated`	Yes
`total_gaps`	Yes
`competitors`	Yes

get_topic_clustersTopic clusters

Read-only

Inspect

Groups keyword ideas for a seed into topic clusters, each with a keyword count, total search volume, and a suggested pillar page.

The pillar page suggestion is the highest-volume member of the cluster. The interactive cluster map lives in the Ranklogs app; this tool returns the data behind it. Pass project_id (a ranking id from list_projects) to overlay tracked keywords. (may use lookups)

ParametersJSON Schema

Name	Required	Default
`seed`	Yes
`limit`	No
`project_id`	No
`language_code`	No	en
`location_code`	No

Output Schema

ParametersJSON Schema

Name	Required	Description
`note`	Yes
`seed`	Yes
`clusters`	Yes
`low_balance_note`	No
`lookups_remaining`	Yes

list_projectsList projects

Read-only

Inspect

List your Ranklogs projects, flattened into rows: project_id, domain, tracking type, engine/locale, keyword count, and top-line movement.

Each row's project_id is a ranking id you pass to other tools. tracking_type is web, local, or YouTube. Demo/sample projects are flagged is_demo — do not treat them as the customer site. Call this tool first to get valid project_id values before calling anything else. Free — calling it never consumes lookups.

ParametersJSON Schema

Name	Required	Description	Default
`limit`	No

Output Schema

ParametersJSON Schema

Name	Required	Description
`total`	Yes
`verdict`	Yes
`projects`	Yes
`truncated`	Yes

research_keywordsKeyword research

Read-only

Inspect

Keyword research across modes (overview, ideas, suggestions, related): volume, difficulty, intent, CPC and an opportunity score.

term is your seed/keyword (mapped per mode). source google|amazon is only valid for overview & suggestions. Pass project_id (a ranking id from list_projects) to overlay tracked keywords. Results include honest from_cache/stale flags and the remaining-lookups balance. (may use lookups)

ParametersJSON Schema

Name	Required	Default
`mode`	Yes
`term`	Yes
`limit`	No
`source`	No	google
`project_id`	No
`language_code`	No	en
`location_code`	No

Output Schema

ParametersJSON Schema

Name	Required	Description
`mode`	Yes
`rows`	Yes
`term`	Yes
`stale`	Yes
`from_cache`	Yes
`low_balance_note`	No
`lookups_remaining`	Yes
`opportunity_summary`	Yes

win_promptWin an AI promptInspect

Run a gap analysis on an AI prompt the site is absent from: reads the pages AI assistants actually cite and briefs what it takes to become the cited answer.

Optionally compare against one of the site's own pages. Uses 1 monthly content analysis — fetch the result with get_prompt_gap_brief.

ParametersJSON Schema

Name	Required	Description
`own_url`	No	Optional: one of the site's own pages to compare against the cited pages.
`prompt_id`	Yes	A tracked AI prompt id, from get_ai_visibility's prompt matrix or add_ai_prompt
`project_id`	Yes	Ranking id from list_projects

Output Schema

ParametersJSON Schema

Name	Required	Description
`check`	Yes
`reason`	Yes
`run_id`	Yes
`started`	Yes
`verdict`	Yes
`prompt_id`	Yes
`project_id`	Yes

Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:

{
  "$schema": "https://glama.ai/mcp/schemas/connector.json",
  "maintainers": [{ "email": "your-email@example.com" }]
}

The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.

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