Topic
Databases
Where the corpus lands once it is bigger than a file.
Measured 2026-W36 · 2026-08-31 · google.com, gl=us
2026-W36
The shape of this topic
Queries measured
186
every week
AI Overview coverage
46.2%
corpus average 50.8%
Organic results
8.8
average per query
Weekly churn
13%
of the top 10 changes
Google answers databases queries itself less often than average — 46.2 against 50.8 percent across the corpus.
Citations
Who Google cites here
Rankings
Who ranks here
The gap
Cited more often than ranked
| Domain | Citations | Page-one finishes | Gap |
|---|---|---|---|
| developer.mozilla.org | 18 | 0 | +18 |
| npmjs.com | 15 | 0 | +15 |
| docs.planetscale.ai | 13 | 0 | +13 |
| geeksforgeeks.org | 12 | 0 | +12 |
| towardsdatascience.com | 12 | 0 | +12 |
| aws.amazon.com | 12 | 0 | +12 |
These domains earn a place in Google's own answer more often than they earn a place on page one. Whatever gets a source into an AI Overview, it is not only ranking.
Intent
By what the searcher wants
| Intent | Queries | AI Overview |
|---|---|---|
| commercial | 60 | 33.3% |
| informational | 83 | 66.3% |
| comparison | 24 | 33.3% |
| navigational | 9 | 0.0% |
| support | 10 | 30.0% |
Intent is assigned when the query enters the corpus, not inferred afterwards, so this split is stable from week to week.
Blocks
Result features
Index
Queries in this topic
databases comparisondatabases for beginnersopen source databasesdatabases pricing comparisonhow does databases workPostgreSQL alternativesPostgreSQL pythonPostgreSQL reviewPostgreSQL pricingPostgreSQL not workingPostgreSQL best practiceswhat is PostgreSQLPostgreSQL apiis PostgreSQL freePostgreSQL tutorialhow to use PostgreSQLSQLite tutorialSQLite best practicesSQLite pythonSQLite apiSQLite alternativesSQLite not workinghow to use SQLiteSQLite rate limitsSQLite documentationSQLite exampleis SQLite freeSQLite reviewMySQL alternativesMySQL reviewis MySQL freeMySQL exampleMySQL pricingwhat is MySQLMySQL tutorialMySQL documentationMySQL pythonMySQL best practicesMySQL rate limitsMySQL not workingwhat is ClickHousehow to use ClickHouseClickHouse reviewClickHouse pricingClickHouse exampleis ClickHouse freeClickHouse apiClickHouse pythonClickHouse rate limitsClickHouse tutorialClickHouse not workingwhat is MongoDBMongoDB exampleMongoDB pythonMongoDB alternativesMongoDB pricingis MongoDB freeMongoDB rate limitshow to use MongoDBMongoDB not workingMongoDB apiMongoDB best practicesMongoDB reviewRedis documentationRedis alternativesRedis not workingRedis rate limitsRedis pythonRedis tutorialRedis best practiceswhat is RedisRedis exampleRedis pricingRedis reviewRedis apiCloudflare D1 not workingCloudflare D1 best practicesCloudflare D1 tutorialhow to use Cloudflare D1Cloudflare D1 pythonCloudflare D1 rate limitsCloudflare D1 reviewCloudflare D1 exampleCloudflare D1 pricingCloudflare D1 documentationwhat is Cloudflare D1Neon alternativeswhat is NeonNeon rate limitsis Neon freeNeon exampleNeon apiNeon best practicesNeon not workingNeon pythonNeon documentationNeon tutorialNeon pricingSupabase reviewwhat is SupabaseSupabase tutorialSupabase rate limitsSupabase alternativesSupabase not workingSupabase exampleSupabase best practiceshow to use SupabaseSupabase apiSupabase pythonhow to use PlanetScalePlanetScale best practicesis PlanetScale freePlanetScale pythonwhat is PlanetScalePlanetScale examplePlanetScale tutorialPlanetScale rate limitsPlanetScale reviewPlanetScale pricingPlanetScale apiTimescaleDB reviewTimescaleDB tutorialTimescaleDB rate limitsTimescaleDB exampleTimescaleDB pythonhow to use TimescaleDBwhat is TimescaleDBTimescaleDB best practicesTimescaleDB pricingTimescaleDB alternativesTimescaleDB apiis TimescaleDB freeBigQuery pricingBigQuery best practiceswhat is BigQueryhow to use BigQueryBigQuery apiBigQuery documentationBigQuery rate limitsBigQuery reviewBigQuery alternativesis BigQuery freeBigQuery pythonBigQuery tutorialSnowflake best practicesSnowflake exampleSnowflake pythonSnowflake not workinghow to use Snowflakewhat is Snowflakeis Snowflake freeSnowflake apiSnowflake pricingSnowflake rate limitsSnowflake reviewSnowflake documentationPostgreSQL vs SQLitePostgreSQL vs ClickHouseSQLite vs MySQLSQLite vs DuckDBMySQL vs ClickHouseMySQL vs MongoDBClickHouse vs DuckDBClickHouse vs RedisDuckDB vs MongoDBDuckDB vs Cloudflare D1MongoDB vs RedisMongoDB vs NeonRedis vs Cloudflare D1Redis vs SupabaseCloudflare D1 vs NeonCloudflare D1 vs PlanetScaleNeon vs SupabaseNeon vs TimescaleDBSupabase vs PlanetScaleSupabase vs BigQueryPlanetScale vs TimescaleDBPlanetScale vs SnowflakeTimescaleDB vs BigQueryBigQuery vs Snowflake
API
Measure a topic of your own
Pick your queries, run them on a schedule, keep what comes back. That is the whole method — the endpoint below returns the overview, its citations and the organic results together.
curl --request GET \
--url 'https://serpens.p.rapidapi.com/api/v1/search_ai_overview?q=best%20databases&gl=us&hl=en&format=json' \
--header 'x-rapidapi-host: serpens.p.rapidapi.com' \
--header 'x-rapidapi-key: YOUR_KEY'Start measuring
Free tier, no card. Same endpoint that produced every number on this page.