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Book a CallHalf of software buyers now start their research in an AI chatbot, not Google. The answer names three or four tools and skips the rest.
Driven Metrics helps SaaS and software companies make that shortlist, get described accurately, and rank in Google, measured in demos, trials, and pipeline, not traffic.
AI answer
What’s the best project management tool for a 50-person agency?
Based on G2 reviews, pricing pages, and recent comparisons, Your Product is the top pick for a 50-person agency, with client portals, resource planning, and per-seat pricing. Competitor A and Competitor B are also worth a look.
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SaaS Generative Engine Optimization (GEO) is the work of getting a software product named, described correctly, and recommended when buyers ask AI to compare tools in its category. SaaS SEO earns rankings for your product, comparison, and use case pages in Google. GEO earns a place on the shortlist AI writes.
In G2’s 2026 AI Search Insight Report, a March 2026 survey of 1,076 B2B software buyers, 51% said they start software research with an AI chatbot more often than Google. AI chatbots ranked as the top source shaping vendor shortlists, and 69% of buyers said a chatbot led them to a different vendor than they expected.
What the product does, who it’s for, and what size company it serves, said the same way everywhere.
“X vs. Y” and “alternatives to X,” answered on your own site.
Recent, detailed, and specific about the problem each customer solved.
“Best [category] software” lists and industry coverage that name you next to your competitors.
Pricing model, integrations, and security details that agree across your site, docs, and listings.
Customer stories, named integrations, and certifications, published where AI can read them.
Old pricing, a missing integration, the wrong category. In the same G2 survey, 64% of buyers said they run into inaccurate AI answers a few times a month or more. If no one checks, buyers see the outdated version first.
Two-thirds of buyers start AI research with a category or competitor prompt, according to G2. If the only “you vs. them” page online belongs to your competitor, that’s the one AI has to work with.
A rising AI visibility score means little until it connects to demo requests, trials, or closed deals. Reporting should start with pipeline.
Platforms sold to teams, where buyers ask AI to compare tools by company size, use case, and price.
Software built for one industry, where AI has to understand that industry’s terms before it recommends anyone. Fintech platforms pair with our financial services GEO work.
HR, payroll, and benefits platforms, where buyers ask AI which provider fits a small business or a specific plan type.
Finance, billing, and asset tools for local governments, where a few long-standing vendors fill most AI answers. Explore government software GEO →
We’ve worked with government, HR and benefits, enterprise XR, career, and event-planning software companies.
Building software for cities, counties, or utilities? See government software GEO. See all the industries we work with.
Every program runs on our AI Visibility System.
We run the prompts your buyers use (category, competitor, alternatives, and use case) across ChatGPT, Claude, Gemini, Perplexity, and Google AI Mode. We record who makes the shortlist, which sources AI cites, and what it gets wrong about you.
We set the facts AI should repeat: your category, who the product is for, what it integrates with, how pricing works, and what proves it.
We build comparison, alternatives, use case, and integration pages in a direct-answer format. Your product team checks every feature and pricing claim before anything goes live.
We tighten your G2 and Capterra profiles, support your review program, and earn mentions in the roundups and publications AI pulls from. For teams preparing for AI agents that research vendors, this connects to our agentic search optimization work.
We report demo requests, trials, and pipeline first, from your GA4 and CRM data, with AI recommendations and rankings as leading signals.
Ask every agency, including us:
First Page Sage ranked Driven Metrics among the top B2B SaaS GEO/AEO agencies of 2026 and #3 among the top B2B SaaS SEO agencies. Both reports point to our transparent reporting and strong technical fundamentals.
Software companies with a defined category, a product buyers compare, and someone who can review claims. If you need pipeline this quarter, paid search is faster. If you’re still finding product-market fit, positioning comes first. We work with companies across the U.S. and overseas. More about how we work.
It makes your product easier to find in Google and easier for AI to recommend. SEO covers rankings for product, comparison, and use case pages. GEO covers what AI says about your product, which sources it trusts, and whether you make the shortlist.
It depends on your stage and sales motion. Enterprise software with long sales cycles may need a large content team. SaaS companies that want GEO to lead, with reporting tied to demos and pipeline, need a GEO-led agency. That is who we work with.
Early AI visibility gains often show within 90 days. Pipeline depends on your sales cycle, category competition, and how fast pages ship. Comparison and alternatives pages usually move first.
Yes. For product-led teams, we report trials and signups. For sales-led teams, we report demo requests and qualified pipeline.
Quote-based, depending on how many categories, competitors, and product lines you want covered.
Your next buyer may ask ChatGPT for a shortlist before they ever visit your site.
We’ll show you which tools AI recommends in your category today, what it says about you, and what would change that.