Best reporting tool for agencies, according to Claude and Perplexity
We asked Claude and Perplexity a single buyer-style question and recorded what they named. This page shows the verbatim brand short lists each model returned, plus where the models agreed and what they cited.
ChatGPT
Gemini
ClaudeThe question we asked
“What's the best marketing reporting tool for an agency?”
At a glance
Distinct brands named
9
Across 2 of 4 models
Cited by all four models
0
No universal consensus this run
Named by only one model
6
67% of recommendations are model-specific
Total citations
18
Source URLs returned by all models combined
Brand by model coverage
Every brand named by at least one model, with the position each model gave it. First-place positions matter most: they carry disproportionate weight in how readers remember and quote AI recommendations.
| Brand | ChatGPT | Gemini | Claude | Perplexity | Models |
|---|---|---|---|---|---|
| AgencyAnalytics | · | · | 1 | 2 | 2/4 |
| DashThis | · | · | 3 | 3 | 2/4 |
| Whatagraph | · | · | 5 | 5 | 2/4 |
| Improvado | · | · | · | 1 | 1/4 |
| Databox | · | · | 2 | · | 1/4 |
| Looker Studio (Google) | · | · | 4 | · | 1/4 |
| TapClicks | · | · | · | 4 | 1/4 |
| Klipfolio | · | · | 6 | · | 1/4 |
| Funnel | · | · | · | 6 | 1/4 |
What each AI model named
ChatGPT
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Gemini
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Claude
- 1AgencyAnalytics
- 2Databox
- 3DashThis
- 4Looker Studio (Google)
- 5Whatagraph
- 6Klipfolio
AgencyAnalytics leads for agencies due to its white-labeling, client portals, and broad integrations. Databox excels in real-time KPI dashboards. DashThis is praised for simplicity and quick report creation. Looker Studio is free and highly customizable but requires more setup. Whatagraph offers beautiful automated reports ideal for client presentation. Klipfolio suits data-heavy teams needing deep customization. Best choice depends on budget, client volume, and technical capacity.
Perplexity
- 1Improvado
- 2AgencyAnalytics
- 3DashThis
- 4TapClicks
- 5Whatagraph
- 6Funnel
Improvado is the strongest all-around choice for agencies needing end-to-end, multi-source reporting and advanced data modeling.[1] AgencyAnalytics and DashThis are highly agency-focused with strong white-label, automation, and ease of use.[6][13] TapClicks and Whatagraph suit larger or multi-channel agencies that need more scale and integrations.[3][4] Funnel is best when the agency wants a robust data layer plus automated reporting at scale.[11]
Where the models agreed
3 brands were named by more than one model. AI models diverge often; cross-model agreement is a stronger signal than a single mention.
| Brand | Models that named it | Best position |
|---|---|---|
| AgencyAnalytics | Claude (#1), Perplexity (#2) | #1 |
| DashThis | Claude (#3), Perplexity (#3) | #3 |
| Whatagraph | Claude (#5), Perplexity (#5) | #5 |
What this snapshot suggests
For the question "What's the best marketing reporting tool for an agency?", the 2 models reporting collectively named 9 distinct brands on July 29, 2026.
Each model led with a different recommendation in many cases. Claude opened with AgencyAnalytics. Perplexity opened with Improvado. The brand a model names first carries disproportionate weight, because first-place recommendations are the most likely to be remembered by readers and quoted by downstream AI agents.
Treat this as a snapshot, not a definitive ranking. AI Overview content changes 70 percent of the time for the same query, and SparkToro found less than a 1-in-100 chance that two identical queries return the same brand list. The pattern across many runs is more informative than any single result. That is why Honeyb measures across a full prompt set on a schedule, rather than a single question, for the brands we monitor.
If your brand appears here, the recommendation work is paying off. If it does not, the gap is measurable and improvable. The pillars of getting recommended by AI are documented in our guide to generative engine optimization.
Source domains AI cited
Most-cited domains across the four models. Stacked segments show which engine drove each citation. Perplexity and Claude expose citations consistently; ChatGPT and Gemini do so inconsistently, so absence does not mean a model used no source.
Full citation list
- https://agencyanalytics.com
- https://databox.com
- https://dashthis.com
- https://lookerstudio.google.com
- https://whatagraph.com
- https://klipfolio.com
- https://improvado.io/blog/marketing-reporting-software
- https://www.whatconverts.com/blog/marketing-agency-reporting-tools/
- https://dashthis.com/
- https://www.tapclicks.com/blog/marketing-agency-reporting-tools
- https://whatagraph.com/blog/articles/client-reporting-tools
- https://funnel.io/blog/automated-reporting-tools
- https://thedigitalprojectmanager.com/tools/best-marketing-agency-reporting-software/
- https://www.teamwork.com/blog/reporting-tools/
- https://whatagraph.com/blog/articles/marketing-reporting-software
- https://www.ruleranalytics.com/blog/reporting/marketing-reporting-tools/
- https://www.swydo.com/blog/best-white-label-reporting-tools/
- https://twominutereports.com/blog/agency-reporting-tools
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