Bring sourced ad research into your agent

Check source readiness · Inspect provider configuration, freshness, safe failures, usage, and recovery guidance.

Add a watchlist brand · Add a normalized brand and domain to the project watchlist, as a competitor or as inspiration, without calling a provider.

Find advertiser identities · Find candidate public-ad identities from a competitor website for user review.

Discover advertisers by keyword · Find up to 20 Meta Ad Library advertisers for a keyword and country, as candidates to review, not tracked brands.

Confirm an advertiser identity · Save one reviewed identity from an enabled first-party public-ad source.

Read profile review evidence · Inspect advertiser and social candidates, decisions, and ownership evidence.

Review a profile candidate · Confirm, reject, or reopen an explicit candidate without approving paid collection.

Preview a profile URL · Save a supported profile URL as a candidate for review.

Refresh profile discovery · Queue discovery under an explicitly approved provider allowance.

Remove a social connection · Remove a local social profile connection without deleting upstream profiles.

List suggested competitors · Read stored competitor suggestions seeded from the project's own domain.

Suggest competitors · Find competitors from the project's own Google keywords, at most once a day and without using workspace credits.

List live owned ad accounts · List Google Ads or Meta ad accounts visible to the connected credential and show project bindings.

Start an owned ad connection · Generate a provider consent link so the account owner can connect or reconnect an ad profile.

Bind owned ad accounts · Select connected ad accounts for a project and grant read or write access after approval.

Inspect owned ad readiness · Read live account and campaign review evidence, with explicit unavailable checks. Does not authorize a launch.

Check Meta business asset ownership · Check exact Page, Instagram, and bound ad-account ownership in specified Meta business portfolios.

Find official platform help · Return official Google Ads API or Meta Marketing API guidance and release-note links.

Validate an owned ad connection · Validate a Google Ads or Meta credential and update its safe connection health.

Read Google account settings · Google Ads only. See which auto-apply recommendations Google can apply to every campaign in the account by itself.

Turn off Google auto-apply · Google Ads only. Turn off auto-apply recommendations for an account, so Google stops changing campaigns by itself. Owners and admins only.

List watchlist brands · Read the project's watchlist with each brand's role, plus its source identities.

Collect public competitor ads · Collect every available public-ad page for a confirmed advertiser identity without a provider charge.

Search competitor ads · Search stored, sourced ads without triggering collection.

Get ad history · Inspect one ad's observations, changes, and source coverage.

Read Google ad image text · Read cached OCR or explicitly extract visible text from a Google screenshot ad using local OCR. Results are derived, not Google-reported copy.

View a Google ad image · Return a stored Google ad's image creative, downscaled, through the browser collector.

List ad changes · Read recent ad and paid-keyword changes with immutable observation provenance.

Record paid-media evidence · Log a sponsorship, podcast read, event, creator, or affiliate placement with a mandatory source URL.

List paid-media evidence · Read a competitor's analyst-recorded and site-derived paid media, each with its source URL.

Collect site paid-media signals · Read a competitor's own pages for redirects, form vendors, CTA structure, and affiliate terms. Uses no credits.

Research paid keywords · Read the latest stored snapshot without making a DataForSEO call.

Research one keyword · Fetch one keyword's live ad block and related keyword ideas. Charges per part requested.

Estimate paid-keyword refresh · Calculate the current DataForSEO ceiling without making a provider call.

Refresh paid-keyword evidence · Run one user-approved paid-keyword refresh with a server-validated ceiling.

Read weekly competitor watching · Report which parts of a competitor are watched weekly and the combined weekly ceiling enabling would authorise.

Watch a competitor weekly · Turn weekly ad-profile syncs and paid-keyword snapshots on or off together; enabling authorises a combined recurring weekly charge.

List paid competitors · Read stored shared-keyword competitor discovery without triggering DataForSEO spend.

Estimate paid-competitor discovery · Validate stored seed keywords and calculate the current discovery ceiling.

Refresh paid-competitor discovery · Run one approved shared-keyword competitor discovery request.

Compare advertisers · Compare stored observations only within compatible provider, platform, and geography scopes.

Roll a competitor up across platforms · One competitor across every platform, each row carrying its own coverage statement.

Get competitor ad lifecycle · How fast a competitor launches and stops ads, and how old its running ads are.

Read a competitor's online store · Store platform, pixels and tools, catalogue size, newest products, best sellers and price changes from the competitor's own site.

Read a competitor's estimated search traffic · Stored estimates of monthly visits from Google search results for one competitor domain in one market, with the ranking keyword count. Not total website visits.

Estimate a search-traffic refresh · The maximum DataForSEO charge for one competitor search-traffic estimate. No provider call.

Refresh a competitor's estimated search traffic · Run one user-approved DataForSEO search-traffic estimate with a server-validated ceiling. Charges the account, including when the provider holds no data for the domain.

Get a saved ad report · Resolve a saved report to retained evidence and source URLs without provider spend.

Save ads · Save stored competitor ads so they can be analyzed and turned into drafts.

List saved ads · List saved ads with the ids creative analysis needs.

Research with Google Keyword Planner · Read first-party keyword ideas and historical estimates for a bound account, with no paid fallback.

Estimate Meta audience size · Read Meta's native audience-size bounds for a targeting choice. Missing bounds stay unavailable, never zero.

Analyze saved creatives · Run paid analysis and store original concepts and variants.

Save an ad brief · Update an original brief in the AdLemur workspace.

Read the Brand section · The brand inputs saved on the Brand page, read before any ad, script or caption.

Change the Brand section · Edit one Brand input on request, from text and lists to colours, products and competitors; shown on the page as made by the agent.

Fill in the Brand section in one call · Apply up to 60 Brand changes at once, so an agent can complete the whole profile; shown on the page as made by the agent.

Read a brand's website · Read the public site for the brand's description, products, prices, logo, colours and images, to fill the Brand section. No credits.

Add logos, photos and videos to the Brand section · Save up to 12 logos, product photos, demo videos or screenshots from public links onto the Brand page. No credits.

Get creative lineage · Read accepted links between creative and owned outcomes.

Preview a Meta resource change · Read current provider state and issue a short-lived signed preview for an allowlisted Meta resource operation, including SPLIT_TEST ad studies.

Set the deployment agent ad-write cap · Set the deployment-wide bound on how high any project's agent ad-write ceiling may go. Refused on hosted deployments.

Prepare an owned Creative · Edit or import Creative copy and imagery and mark it launch-ready, optionally with an explicit MCP write ceiling, without OpenRouter or a provider call.

Retire owned Creatives · Take obsolete stored Creatives out of the launch-ready list. Running ads and their history are unchanged.

Preview one campaign launch plan · Review paused campaign trees, budgets, audiences and creative evidence together before approval.

Launch an approved campaign plan · Start the signed reviewed plan with existing spend safeguards and explicit partial-failure recovery.

Create an owned campaign · Create a non-delivering campaign from a stored AdLemur creative when writes are enabled. Google Search and Meta support traffic or leads; other providers support traffic. Meta website leads require a dataset ID. Approval metadata, political-advertising and LinkedIn EU declarations, and budget enforcement apply.

Clone an owned ad with one change · Meta only. Copy a live ad into a new paused ad set with one change (offer, hook, body, image, or countries), leaving the original and its learning untouched.

Add a Google Search ad group · Google Ads only. Add a named ad group with keywords, an optional bid, and one responsive search ad to an existing Search campaign.

Edit a Google search ad · Google Ads only. Change the headlines, descriptions, final URL, display paths, or pins of a paused responsive search ad in place.

Update Google sitelinks, callouts and images · Google Ads only. Add or unlink sitelinks, callouts, structured snippets, and images stored in AdLemur on a campaign or ad group in one audited batch.

Replace an owned ad creative · Create a replacement ad from a launch-ready Creative, verify it, and pause the old ad under the existing write policy and approval controls.

Change a Meta resource · Execute an exact signed preview for allowlisted Meta campaign, ad set, ad, creative, and SPLIT_TEST ad study operations.

Read advertising business context · Saved business goals, channel roles, measurement and economics; no provider changes.

Model acquisition economics · Model explicit acquisition-funnel assumptions without saving or spending.

Get owned performance · Read compatible first-party reporting scopes and freshness.

Check website tracking evidence · Inspect source-level GA4, Meta pixel and LinkedIn Insight Tag IDs without claiming conversions fired.

Inspect Google conversion actions · Read live action settings and historical conversion observations without sending test events.

Read live CRM outcomes · Read matched Twenty CRM lead cohorts, current stages, deal values and unmatched leads.

List owned recommendations · Read deterministic issues backed by stored provider facts.

List owned reports · Read saved My Ads performance report templates.

Save an owned report · Create or update a saved My Ads performance report.

Delete an owned report · Delete a saved report without deleting performance data.

List owned rules · Read alert-only My Ads rules and their conditions.

Save an owned rule · Create or update an alert-only rule that cannot change delivery or budgets.

Delete an owned rule · Delete a My Ads rule and stop its future evaluations.

Log sales results · Log daily bookings, shows and closed deals for a campaign or ad.

Remove a logged sales day · Remove mistaken campaign or ad results for one date before switching reporting levels. Other logged days are retained.

List alert destinations · Read the Slack and webhook destinations rules can post to.

Save an alert destination · Add or update a Slack or signed webhook destination for rule matches.

Send a test alert · Post one test message to a saved destination.

Get creative lifecycle · Read creative churn, hit rate and spend by ad age.

Get owned campaigns · Read connected accounts, launch-ready creatives, campaigns, ads, budgets, versions, and write audits.

Query live owned ad resources · Run bounded read-only GAQL or list/get allowlisted Meta account resources and business-scoped ad studies without exposing credentials.

Read a named native ad report · Read bounded native report recipes and recommendation estimates. No apply/dismiss; use a report job for backfills.

Start a Meta historical report · Start a resumable Meta async Insights backfill in windows, stored for later reads. No ad changes.

Check a Meta historical report · Read backfill progress, per-window coverage and stored daily rows, page by page.

Describe owned ad resources · Read Google Ads field metadata or AdLemur' safe Meta resource capabilities.

Sync owned performance · Fetch and store normalized performance for all connected project accounts over a bounded date range.

Update an owned ad · Pause, activate, archive a paused campaign, or change a supported daily budget when provider writes are enabled and the request carries approval metadata.

Start or pause a campaign · Start or pause a campaign with all of its ads in one approved change.

Update owned keywords and negatives · Google Ads only. Add, remove, or pause keywords and negative keywords on a campaign or ad group in one atomic, audited batch.

Update a Google Ads audience · Google Ads only. Add or remove campaign locations and languages or ad-group audience segments and age exclusions in one approved, audited batch.

Set an owned Google Ads bid · Google Ads only. Set an ad-group max-CPC bid or a campaign Maximize Clicks bid ceiling, held under the currency's agent write ceiling.