Free / Open-sourceAI-driven market intelligence and trade data for 10,000+ products
Free / Open-sourceAI-driven market intelligence and trade data for 10,000+ products
Featurely records 934 monthly visits with -81.4% month-over-month growth and Contact for Pricing pricing. MiroFish records 2,739 monthly visits with -15.3% growth and Paid pricing.

Simulate your market before you make the call you can't undo
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | featurely.ai | mirofishai.org |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 934 (934) | 2.74K (2,739) |
| MoM Traffic Delta | -4.08K (-81.4%) | -493 (-15.3%) |
| Primary Market & Share | 🇮🇳 India (100%) | 🇧🇷 Brazil (62.6%) |
| Direct Visits / mo | 661 | 1.01K |
| User Rating | 4.2 | 3.9 |
| Supported Platforms | Website | Website |

Simulate your market before you make the call you can't undo
Builds simulated stakeholders for every segment — buyers, payers, influencers — in the correct proportions from aggregate data.
Tests each candidate response against every relevant scenario repeatedly to show which option wins where.
Traces each simulated shift to a named mechanism such as switching cost or price anchoring, making results auditable.
Publishes thousands of logged blind predictions with accuracy statistics, including the misses.

AI simulator that predicts how stakeholders will react to your decisions
Each run maps the different groups affected by your decision — customers, skeptics, press, regulators, competitors and internal teams — instead of offering a single viewpoint.
Upload a pricing sheet, launch plan, policy draft or deck (PDF, MD, TXT up to 30 MB) so the simulation is built on your own source material rather than generic web knowledge.
Reports open with an executive summary, then surface key metrics, risk warnings and a confidence score on the final call, with a permanent link and PDF export.
A prediction takes roughly one to five minutes, so you can test several scenarios or reframe the question repeatedly at very low marginal cost.
Free / Open-sourceAI-driven market intelligence and trade data for 10,000+ products
Free / Open-sourceAI-driven market intelligence and trade data for 10,000+ products

Free / Open-sourceAgentic product management system for customer-driven roadmaps
Free / Open-sourceAgentic product management system for customer-driven roadmaps

SpecialistAn AI workforce platform that helps agencies and local partners serve SMB clients at scale
SpecialistAn AI workforce platform that helps agencies and local partners serve SMB clients at scale
AI simulation chat that turns a question into a simulated scenario and report

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Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
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SpecialistBehavior-based consumer segmentation for retail marketers
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Find out why AI recommends your competitors instead of you
Find out why AI recommends your competitors instead of you