We turn vast public information into structured intelligence assets that drive decisions
Our proprietary large-scale agent engine—often thousands of agents per project, with large projects exceeding 40,000—systematically reads, extracts, and structures public information, while expert analysts architect every project and validate every output.
AG Insights scored hundreds of brands against our exact qualification criteria and handed us a ranked, outreach-ready target list—turning prospecting from guesswork into a system. It’s saved us thousands of hours and unlocked opportunities we’d never have found.
Carlos listened closely to my pain points as a small business owner and turned them into AI strategies with real ROI—a tailored solution that dug deep into my industry and location, iterated until it was genuinely useful. I highly recommend AG Insights for any complicated workflow problem.
AG Insights gave us two things we’d never had in one online tool: a complete map of our competitive landscape—close to 100 retailers across 22 countries—and live price benchmarking of our catalogue against the market. They’ve become the backbone of how we make commercial and pricing decisions.
AG Insights’ analysis showed a deep grasp of our industry and its buyer segments, and did something that’s hard to do day to day: take information from many sources, contrast it, and turn it into useful conclusions. More than a document, it’s become an input that orients our strategy and elevates our conversations.
As we set our sights on expanding into Sweden, AG Insights screened a hundred manufacturers there against our exact criteria and handed back a ranked, evidence-backed shortlist of who to approach first—not a directory. It turned cold prospecting in a new market into focused conversations.
We read the full public footprint of hundreds of competitors and turn it into one structured view — who's positioned where, what's shifting, and where the white space is. Validated by analysts, built around your decision.
Never be surprised by a competitor's next move. Our agents systematically read your competitors' public footprint — websites, news releases, social activity, and hiring patterns — and our analysts synthesise it into clear, validated briefings. You stay the first to know about critical market developments, with every signal traced back to a source.
Quantify your advantage against the competition. Move beyond anecdotal evidence with structured, evidence-backed benchmarking. We systematically compare your public performance, product features, pricing models, and market positioning against key rivals, delivering clear, objective metrics — every one traceable to a source — to inform your strategic planning and resource allocation.
See the entire market ecosystem clearly. We turn complex market data into a structured map of your competitive environment. Our agents identify every relevant player and our analysts position them by market share and strategy, giving you the clarity to find white space and spot emerging threats before they reach you.
We research hundreds of companies, score them against your fit and timing criteria, and hand back a ranked, evidence-backed shortlist where every score traces to a source — not a bought database.
Turn prospecting from guesswork into a system. We research and profile high-potential leads and target accounts against your exact qualification criteria. Our agents read online activity, industry engagement, and stated needs while analysts score and rank every candidate — handing your team a ranked, outreach-ready target list where each score traces to a source.
Screen acquisition targets against your exact criteria. For buy-side mandates and market entry, we screen hundreds of candidates against your strategic and financial fit criteria and hand back a ranked, evidence-backed shortlist of who to approach first — not a directory. Every candidate is profiled from public sources and validated by analysts, turning cold prospecting into focused conversations.
Find the right partners and sponsors, backed by evidence. We map and score potential partners, channels, and sponsorship opportunities against your objectives and audience fit. Our agents assemble each candidate's public profile and our analysts rank them by strategic alignment, delivering a structured shortlist of relationships worth pursuing — with the reasoning behind every recommendation.
We read conversations, social, news, and search at scale, then turn the noise into a clear read on perception, sentiment, and audience. A managed service — you get the insight, not another tool to run.
Capture the voice of the customer across the digital world. Our agents continuously read conversations across social platforms, forums, news, and blogs at scale. We capture mentions, surface the themes that matter, and track the volume and velocity of discussion around your brand, products, and industry — distilled into validated briefings.
Turn raw opinion into actionable insight. We move beyond simple keyword tracking to read the true emotional tone and public opinion around your brand. Our analysis identifies the drivers of positive and negative sentiment and our analysts validate every conclusion, giving you the context needed for rapid response and sharper strategic messaging.
Understand exactly who your audience is. We categorise and profile consumer groups based on their online behaviour, expressed interests, and demographics drawn from public sources. The result is a structured intelligence asset of highly granular, validated audience segments — ready to power more effective, more personalised marketing.
When your challenge doesn't fit a standard mould, we architect a custom intelligence build around it — deep research reports, market-entry analysis, and board-ready synthesis, grounded in the same large-scale agent engine.
Talk to Our TeamBring us your hardest strategic question — and we'll turn the public record into the answer.