Use it directly
- CSV and JSON exports
- Airtable or spreadsheet delivery
- Database and warehouse-ready records
- Customer-controlled backups
See where your brand, competitors, and priority pages appear across organic search, paid placements, answer panels, and approved AI-answer surfaces.
Your input
You do not need to prepare technical configuration. Provide the business requirements, examples, and approved access; we translate them into fields, rules, and a tested schedule.
The result
A market-specific visibility register showing rankings, citations, competitor coverage, brand omissions, and meaningful changes that content, SEO, communications, and growth teams can act on.
Best for: SEO, content, brand, communications, demand-generation, product-marketing, digital, research, and competitive-intelligence teams that need repeatable evidence of search and AI-answer visibility.
AI-ready delivery
Receive normalized records directly or let an approved agent retrieve them through a scoped interface. Source evidence, transformations, timestamps, and exception states remain available for review.
Explore managed services for outreach and follow-upConfigurable service
The modules describe business capabilities, not separate tools to operate. Select the coverage, filters, review rules, schedule, and destination during setup.
Worked example
Examples show the delivery structure before setup. Names and values are illustrative, not client records or performance claims.
Example input
{
"queries": [
"commercial workflow automation",
"managed data workflow service"
],
"owned_domains": [
"example.com"
],
"competitor_domains": [
"competitor.example"
],
"country": "US",
"language": "en",
"location": "New York, New York",
"device": "desktop",
"pages_per_query": 2,
"surfaces": [
"organic",
"related_queries",
"questions",
"ai_overview"
],
"frequency": "Weekly",
"expected_records_per_run": 40,
"delivery": "Visibility review table"
}Example delivery
Illustrative record{
"query": "commercial workflow automation",
"market": "US",
"language": "en",
"device": "desktop",
"observed_at": "2026-08-19T09:00:00Z",
"result_type": "organic",
"observed_position": 4,
"title": "Example workflow operations page",
"source_url": "https://example.com/workflow-operations",
"domain_classification": "owned",
"previous_position": 7,
"position_change": 3,
"ai_overview_present": true,
"owned_domain_cited": false,
"competitor_domains_cited": [
"competitor.example"
],
"review_state": "brand_omission",
"example_status": "synthetic"
}Installation path
The first representative run is reviewed before the workflow becomes a recurring operation.
Define the business decisions, approved queries, owned domains, competitors, markets, languages, devices, and answer surfaces
Run a representative sample and confirm which result types are publicly available
Agree comparable-run rules, deduplication, brand and competitor matching, missing states, and record volume
Confirm visibility measures, review thresholds, schedule, and delivery destination
Launch the agreed monitoring cycle
Review ranking movements, citation changes, omissions, source changes, partial results, and cost-driving volume changes
Managed history
Each comparable run appends a timestamped observation rather than overwriting the prior result. Position, presence, result type, title, URL, cited source, brand mention, competitor coverage, answer availability, and exception state can be reviewed by query, market, language, device, and time.
Retention and portability
Retention is agreed during setup. Structured observations can be exported to CSV, JSON, spreadsheets, a database, or another customer-controlled destination. Raw page captures or full answer text are optional and require separate purpose, rights, storage, and retention approval. Deletion requirements and managed archives are scoped explicitly. The resulting dataset belongs to the customer. Aineed Data retains only the managed copy and history agreed for operation. CSV, JSON, Airtable, database, warehouse, scoped API, customer-controlled backup, deletion, portability, and exit-export requirements are defined during setup.
Interpretation limits
History makes comparison possible, but it does not remove source limitations or turn signals into guaranteed business outcomes.
Results are time-stamped public observations, not a complete, stable, or official record of search visibility
Search results can vary by country, language, exact location, device, IP context, browser state, experiment, and collection time
Positions across different configurations are not directly comparable unless the monitoring policy treats them consistently
AI overviews and answer surfaces may not appear for every query and can change without notice
Citations and mentions do not prove endorsement, accuracy, authority, traffic, conversion, or commercial impact
Result pages, answer text, related questions, ads, prices, ratings, and total-result estimates can be missing, sampled, or unstable
Normalized visibility measures depend on documented assumptions and should retain their raw source values
Scaling price depends on queries, markets, pages, records, frequency, optional surfaces, storage, and review requirements
Customers remain responsible for lawful purpose, source terms, intellectual-property requirements, and downstream decisions
Safeguards
Access, retention, exports, and operating controls are confirmed for this workflow before launch.
Publicly accessible search and answer results only
No attempt to access private, restricted, personalized-account, or prohibited content
Country, language, location, device, query, and collection time retained with every observation
Raw observed positions, responses, and citations remain separate from normalized or calculated measures
No automated outreach, ad changes, content publication, or autonomous SEO decisions
Contact enrichment and personal-data collection are outside this workflow unless separately scoped and reviewed
No representation of search-engine or AI-provider affiliation, endorsement, official rank, or complete coverage
Source terms, intellectual property, privacy, and permitted use are reviewed for the approved scope
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Share the sources, rules, and destination. Weโll verify access and confirm the final setup and monthly operating scope.