A
Find the right stack
Tell us what your team does. We recommend a core assistant plus specialist tools instead of forcing one universal winner.
Run the finder → Independent AI buyer intelligence
Know what AI is worth before you pay for it.
PriceBolt compares the products companies actually buy—by price, capabilities, business fit and frontier performance. No sponsored rankings.
50+products mapped
Dailysource monitoring
4evidence levels
AIvalue
GPTClaudeGeminiGrokKimiCopilotTracking the products your team is already choosing between
OpenAIAnthropicGoogleMicrosoftxAIKimiDeepSeekPerplexityElevenLabsLovableReplitCanva
01
The question
“We’re spending more on AI. Are we actually buying the right thing?”
Benchmark leaderboards are useful, but companies buy products—not benchmark scores. A cheaper embedded Copilot can beat a stronger standalone model economically if it replaces three other subscriptions and fits your workflow.
Answer it for my company →B
See the whole market
Destination apps, embedded copilots, coding agents, creative tools, automation platforms and enterprise AI—in one taxonomy.
Browse products →C
Follow the frontier
Separate product economics from underlying model performance. New launches and benchmark shifts are tracked without rewriting facts silently.
Open frontier → Built for messy SMB reality
Your workflow is more valuable than a perfect data export.
Most small businesses do not have clean data pipelines. PriceBolt starts with something easier: explain one job the way you would explain it to a new employee. Add a voice note, spreadsheet, screenshot or document only if it helps.
01
Explain
Trigger, tools, steps, tricky decisions and what “good” looks like.
02
PriceBolt structures it
Turn the explanation into a workflow packet that can improve playbooks and, after review, become an eval or training-data candidate.
03
You choose the rights
Private research, eval eligibility or future training/eval eligibility. Third-party licensing is always a separate deal.
04
Get matched, not spammed
If a verified buyer later wants workflows like yours, PriceBolt can invite you to a paid opportunity.
02
The reliability layer
Fast enough for AI. Conservative enough for procurement.
VerifiedOfficial pricing, plans, policies, integrations.
MeasuredIndependent benchmarks with linked methodology.
ObservedReal prices and outcomes contributed by businesses.
EstimatedOur prediction—always shown as a prediction.
45 seconds, no signup