Fulcrum
Fulcrum is consolidating on Esri, with Google Maps gone September 1
Comparison · Analytics
Appfigures vs Looker
A side-by-side editorial comparison of Appfigures and Looker — release velocity, themes, recent moves, and the top alternatives to consider.
Appfigures vs Looker: at a glance
| Feature | Appfigures | Looker |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 3.8 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | app-analytics, agentic, aso, competitive-intelligence | google-cloud, release-notes, mobile, visualization |
| Last editorial update | 20h ago | 6d ago |
| Website | — | Visit → |
What is Appfigures?
Appfigures just made its app-market data something an AI agent can query, not something you screenshot.
Appfigures has spent the last year widening what its estimates cover — iPad data folded into every download and revenue figure, state-level financials in the API, a 15-report App Intelligence suite for competitor research, and Leaderboards that rank apps by explicit metrics instead of opaque store charts. The August release changes who consumes all of that: a CLI built specifically for AI agents, with a hinting system to keep them from misreading the data. The product is no longer only a dashboard.
What is Looker?
Looker's release feed is mostly page furniture; the shipping behind it is thin.
Most of what reaches this feed is scraped structure from Google Cloud's release-notes index — section headings, edition filters, a navigation dump — rather than releases. The real changes in the window are narrow: mobile alerts now arrive as push notifications on the Looker app, and a Table Visualization Improvements preview landed disabled by default. One note flags behaviour changes due with Looker 26.8 in May 2026.
Appfigures vs Looker: editorial side-by-side
Appfigures
3.8ANALYTICS
Appfigures just made its app-market data something an AI agent can query, not something you screenshot.
◆ Current state
Appfigures has spent the last year widening what its estimates cover — iPad data folded into every download and revenue figure, state-level financials in the API, a 15-report App Intelligence suite for competitor research, and Leaderboards that rank apps by explicit metrics instead of opaque store charts. The August release changes who consumes all of that: a CLI built specifically for AI agents, with a hinting system to keep them from misreading the data. The product is no longer only a dashboard.
◆ Where it's heading
The arc runs from data completeness to data access. First they closed gaps in the underlying estimates, then they built more ways to slice them, and now they are exposing the whole surface to agents that can investigate, compare, monitor, and act — including replying to reviews and adjusting Apple Ads campaigns. Each layer assumes the one below it is trustworthy, which is why the accuracy fixes (iPad coverage, keyword popularity, Google Play delay removal) came first.
◆ Prediction
Expect the agent surface to deepen before it widens — more write actions exposed through the CLI, and Leaderboards and App Intelligence reports made directly queryable by agents rather than only through the web reports.
Looker
0.0ANALYTICS
Looker's release feed is mostly page furniture; the shipping behind it is thin.
◆ Current state
Most of what reaches this feed is scraped structure from Google Cloud's release-notes index — section headings, edition filters, a navigation dump — rather than releases. The real changes in the window are narrow: mobile alerts now arrive as push notifications on the Looker app, and a Table Visualization Improvements preview landed disabled by default. One note flags behaviour changes due with Looker 26.8 in May 2026.
◆ Where it's heading
Looker's development is being folded into the Google Cloud release cadence, where each Looker change is a line item in a much larger catalogue. What is visible is upkeep of the existing surface — mobile parity, visualization polish, preview flags — not new capability. On the evidence in this feed the product is in a low-signal, maintenance phase.
◆ Prediction
The 26.8 release is the next entry with actual content behind it; the pattern here suggests it arrives as a set of preview-flagged behaviour changes rather than a headline feature.
Alternatives to Appfigures and Looker
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Appfigures or Looker.
Omni
Omni ships weekly, and almost every week the headline item is an AI feature
OpenDataDiscovery
Four ODD Platform releases in two weeks, and not one of them changes the product
Apache Baremaps
Baremaps got geoparquet and hillshading, then went quiet for eighteen months in incubation
Deequ
Deequ ships GitHub tags whose release notes are one commit message long
Marquez
Marquez spent 2024 turning a lineage store into a UI, then stopped releasing
See all Appfigures alternatives → · See all Looker alternatives →
Recent activity from Appfigures and Looker
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 21h agoAppfiguresIntroducing the Appfigures CLI ⚡
- 1mo agoAppfiguresIntroducing Appfigures Leaderboards
- 3mo agoAppfiguresApp Intelligence for iPad
- 3mo agoLookerSection heading: AI and ML (no content)
- 4mo agoLookerMobile alerts now delivered as push notifications
- 4mo agoLookerTeaser: Looker 26.8 coming in May 2026
- 4mo agoLookerSection heading: Application development (no content)
- 4mo agoLookerTable Visualization Improvements preview (off by default)
- 4mo agoLookerSection heading: Application hosting (no content)
- 8mo agoAppfiguresSupport for By State Financial Reports via the API
- 8mo agoAppfiguresDaily Averages Across Reports
- 8mo agoAppfiguresIntroducing the New App Intelligence ⚡
Frequently asked questions
What is the difference between Appfigures and Looker?
They serve adjacent needs but don't currently overlap on shipped themes. Appfigures is currently shipping more aggressively (velocity 3.8 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Appfigures better than Looker?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Appfigures is currently shipping more aggressively (velocity 3.8 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Appfigures?
Top Appfigures alternatives in Analytics are ranked by recent ship velocity. Browse the "Appfigures alternatives" section above for the current picks, or visit /alternatives/appfigures for the full list with editorial commentary on each.
What are the best alternatives to Looker?
Top Looker alternatives in Analytics are ranked by recent ship velocity. Browse the "Looker alternatives" section above for the current picks, or visit /alternatives/looker for the full list with editorial commentary on each.