Precise
Precise is a programmatic supply-chain measurement and governance software for advertisers.
Analyst Perspective
Precise is a B2B software company providing a measurement and governance platform for programmatic advertising economics. Its platform maps intermediaries, platforms and fee layers across campaign execution, measures contribution and duplication at each layer, and gives advertisers and agencies a structured way to optimise spend with auditability. The company appears to make money by licensing its SaaS platform to enterprise advertisers, agencies and programmatic teams. Its value proposition is not media buying or inventory resale, but software-driven analysis, policy enforcement and continuous monitoring designed to reduce waste and move more budget into working media.
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Key insights about Precise
Category Differentiation
This company is not a DSP, SSP or ad network selling media inventory. It is a measurement and governance software layer for analysing and optimising programmatic supply-chain economics.
Precise: About
Precise operates a B2B SaaS model centred on programmatic media measurement, supply-path analysis and optimisation governance. It creates value by exposing hidden intermediaries and fees in digital media execution, quantifying incremental contribution at each layer, and enabling customers to apply policy-based controls and documented optimisation actions. The platform sits alongside existing DSP, SSP and data workflows rather than replacing them, helping buyers improve efficiency and governance across open programmatic spend.
How Precise Works & Monetises
Business model analysis and core revenue streams
The company is monetised primarily through SaaS licensing for platform access. Based on the product description, pricing is likely structured around enterprise subscriptions and may scale with usage variables such as analysed media volume, seats, data volume or workflow scope. There is no evidence that Precise earns revenue through media arbitrage, ad inventory mark-ups or marketplace take-rates.
Revenue Channels
Products & Services in Categories
Verified structural categorizations from the graph
Recent Signals (Precise)
Precise.ai Raises $7M to Audit Programmatic Decisions
Precise.ai, a startup founded by ad tech veterans Spencer Potts and Adam Helfgott, raised a $7 million seed round co-led by Blockchange Ventures and Lasagna, with participation from 3C Ventures and Click Ventures. The company built a blockchain-based provenance and consent foundation and has pivoted to apply “decisioning economics” to programmatic buying: ingesting log-level DSP and ad tech data to run contribution analyses that quantify how individual targeting, bidding and supply choices affect cost and performance. Precise.ai is running six pilots with large buyers, meeting Mediaocean’s partnership team for tests, and plans to use the seed funding to prove the model with a small set of major advertisers while making senior hires. The team is currently eight people.
Read original sourceBridging the CTV Data Gap: TTD's New Strategies
The AdExchanger Friday roundup surveys the gap in granular data for connected TV and the industry responses. It highlights a Tubi-Viant partnership to provide more contextual data for streaming buys, though show-level data remains unavailable. The Trade Desk teams with Koddi to enable sponsored product ads on Gopuff, with keyword bidding on search results as part of a broader move into retail media. Gopuff is noted for delivering directly from its own warehouses, unlike DoorDash or Instacart. The piece also covers legal and policy debates around traffic rights and AI-generated content, including a Dow Jones and The New York Post lawsuit against Perplexity and commentary on fair use. Additional updates include leadership changes at Paramount, Madhive, and Zefr, and broader market commentary across the ad-tech ecosystem.
Read original sourceInstagram Tests Seconds-Precise Like Timing in Reels
Instagram is testing a new metric in its Insights that reveals the exact moment within a Reel when a viewer taps Like. Reported by reblmedia and Evelien Langeveld, the capability appears to surface via Threads and provides creators and brands with precise timing feedback on engaging moments. The discovery suggests potential for content optimization, enabling quicker identification of compelling segments and refinement of future videos. The article also notes Instagram is piloting a revamped Reels experience, including a Blend Feeds feature to co-create feeds with friends in DMs, and Unlockable Reels for password-protected exclusive content. Separately, Instagram's Edits video editor has released a second update, adding an audio-rhythm alignment tool to synchronize clips with the beat. Rollout is not universal yet, but the developments could influence content strategy for creators and brands on Instagram and Threads.
Read original sourcePrecise: Frequently Asked Questions
What is Precise?
Precise is a B2B SaaS platform for measuring programmatic media supply-chain economics and governing optimisation decisions.
Who uses Precise?
Its users are enterprise advertisers, media agencies, programmatic traders and marketing analytics teams managing digital media spend.
How does Precise make money?
It appears to make money through enterprise software subscriptions, potentially with usage-based components and related onboarding services.
Company Facts
- Founded
- 2024
- Headquarters
- 123 Broadway, Suite 100, New York, NY 10004, United States
- Core Segment
- AdTech Vendor
- Company Size
- <10
- Official Link
- precise.ai
