Improvado vs Cometly vs Akkio vs Tofu
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Improvado
AI-powered marketing intelligence that connects 500+ data sources, har...
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Akkio
AI campaign workflow automation for media agencies
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Tofu
AI campaign engine that personalises B2B GTM content at scale
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| RECATOOLS Score | 7.4 / 10 | 7 / 10 | 6.5 / 10 | 6.6 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Enterprise | Paid | Subscription | Paid |
| Free tier | No free tier; conditional demo-only trial at vendor discretion | — | — | — |
| Paid from | Custom quote required; annual contracts typically $50,000–$150,000+ depending on data volume | — | — | — |
| Has API | ✓ | ✓ | ✓ | ✗ |
| Open source | ✗ | ✗ | ✗ | ✗ |
| Free to use | ✗ | ✗ | ✗ | ✗ |
| Users | Hundreds of enterprise brands and agencies globally; ~100 employees | — | — | — |
| Founded | 2015 | — | 2019 | — |
| Maker | Daniel Kravtsov (CEO), Dmitry Nasikanov (CTO) | — | — | — |
| Verdict | Improvado earns its place at the top of the enterprise marketing data stack for organisations that run complex multi-channel campaigns across dozens of ad platforms and need a single governed data layer feeding their BI... |
Cometly earns its keep when native ad-platform numbers stop adding up. Server-side tracking and a Conversion API feed cleaner conversion signals back to Meta and Google, and tying the whole chain to Stripe revenue lets y... |
Akkio isn't the product the old description suggests anymore. What used to be general-purpose no-code predictive AI — churn models, lead scoring, self-serve pricing from around $49/month — has narrowed hard into an AI wo... |
Tofu's pitch is narrow and useful: instead of a marketer hand-building dozens of variants of the same campaign for different accounts and segments, Tofu generates and personalises the content automatically and plugs the... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.