AI Search Shift:B2B buyers are replacing Google searches with ChatGPT, Gemini & Perplexity.Check your brand's AI score free →
Generative Engine Optimization (GEO) for B2B SaaS

Your Buyers Aren't Googling Anymore. They're Asking ChatGPT.

When enterprise buyers evaluate “Your Brand vs Competitor” and “Best Alternatives in 2026”, are you being recommended or erased? Resurfaced AI tracks your AI Share of Voice and gives you actionable GEO fixes to win bottom-of-funnel answers.

14-Day Free Pro Trial3-Minute SetupNo Long-Term ContractsCancel Anytime
Share of Voice (4w)
68%+14.2%
Vs. 3 Tracked Competitors
Positive Sentiment
84%
12% neutral, 4% negative
Authority Citations
142
Across 28 Unique Domains
AI TTR Velocity
4.2d
Avg Time-to-Resolution
Live Decision Prompt: “Linear vs Jira in 2026”
Linear Recommended (#1)
“For modern engineering teams prioritizing speed and developer UX, Linear is strongly recommended over Jira due to its real-time sync engine, keyboard-first navigation, and zero-latency cycle planning. Jira remains preferred only for legacy compliance overhead.”
Extracted Themes:Sub-100ms LatencyGitLab/GitHub SyncDeveloper Sentiment (92% Pos)
GEO Action Detected: Jira cited 3.2x more on “SOC2 compliance workflows”.
Review 1-Click Fix →
Top Grounded Sources
g2.com
Linear + Jira
94%
48 citations
reddit.com/r/devops
Linear
88%
36 citations
techcrunch.com
Linear
76%
24 citations
news.ycombinator.com
Linear
91%
19 citations

Monitoring High-Intent AI Search Answer Engines Across High-Growth Sectors

Developer Tools & InfrastructureB2B SaaS & Workflow SoftwareCybersecurity & ComplianceFinTech & Enterprise Analytics
The Strategic Product Wedge

Why We Focus on Bottom-of-Funnel AI Queries

Broad “best software” category queries are crowded and generic. Resurfaced AI zeroes in on the exact decision prompts where enterprise buyers make final purchasing and switching choices.

40% Battery Weight

Direct Comparisons

Queries like “Linear vs Jira for engineering teams”. Buyers compare pricing, latency, features, and integrations right before procurement.

→ High conversion intent
30% Battery Weight

Competitor Alternatives

Queries like “Best modern alternatives to Datadog in 2026”. Intercepts dissatisfied customers actively seeking a replacement.

→ Direct churn capture
20% Battery Weight

Curated Shortlists

Queries like “Top 5 software solutions in 2026”. Evaluates whether your brand is placed in top-3 shortlists.

→ Discovery & shortlists
10% Battery Weight

Niche Use Cases

Queries like “SOC2 compliant observability for FinTech”. Captures specialized enterprise criteria with high contract values.

→ High-ACV constraints
Citation Forensics & Grounding

Know Exactly Which URLs ChatGPT & Gemini Cite to Recommend Your Competitors

AI search engines don't invent rankings out of nowhere — they ground their answers in live citations from G2, Reddit, GitHub, TechCrunch, and vendor documentation. Resurfaced AI extracts every cited URL so your content team knows precisely where to publish and update comparison pages.

  • Parse native web search citations from OpenAI, Perplexity Sonar & Google Gemini
  • Uncover high-authority review sites citing competitors where your brand is absent
  • Client-side RFC 4180 CSV & JSON data export with one click
Extracted Citation Attribution Sample
g2.com/categories/project-management94% Citation Rate
Cited by ChatGPT & Gemini for “Linear vs Jira” — Linear recommended for speed, Jira cited for enterprise plugins.
reddit.com/r/devops88% Citation Rate
Cited by Perplexity for developer sentiment and real-world cycle speed benchmarks.
Automated TTR AI Verification Lifecycle
Action Item: Content GapTriggered 4 days ago
Publish comparison page addressing SOC2 compliance vs Jira.
AI re-queried prompt: Brand now recommended (#1) • TTR: 3.8 days
Actionable GEO & AI Verification

Don't Just Look at Charts. Fix AI Visibility Drops with Verified GEO Tasks.

Most analytics tools leave you with passive graphs. Resurfaced AI automatically turns missing recommendations and message drift into actionable fix tickets. When your team executes a fix, our AI automatically re-queries the models to verify resolution and tracks your Time-to-Resolution (TTR) velocity.

  • Automated content gap, message drift, and review acquisition tickets
  • Nightly cron re-queries target prompts to confirm brand inclusion
  • Measure team optimization velocity with verified Time-to-Resolution (TTR) days

Calculate Your AI Pipeline Opportunity

See the exact annual revenue at stake when buyers ask AI search engines for recommendations in your category.

Interactive Revenue Model

How Much Pipeline Are You Losing in AI Answers?

Slide your numbers below to see the bottom-line revenue unlocked by dominating Comparison and Alternatives queries.

Average Contract Value (ACV)$12,000
$2k$30k$60k+
Category Monthly AI Searches15,000
2k/mo50k/mo100k/mo
AI Rec → Closed-Won Rate2.5%
0.5%5.0%10.0%
Total Annual Pipeline in Play
$54,000,000
Total market ARR influenced by AI decision answers
ARR Unlocked per +10% AI Visibility
$5,400,000/ year
Realized every year by gaining +10% Share of Voice
Pro tier ($149/mo) includes dynamic revenue modeling with custom ACVs & conversion multipliers.
Claim Your Share of Voice

Why High-Growth SaaS Chooses Resurfaced AI

Compare Resurfaced AI with traditional SEO suites and legacy enterprise trackers.

Market Comparison

How Resurfaced AI Compares to Legacy SEO & Generic AI Trackers

Built specifically for B2B SaaS product marketers and revenue teams who need to win bottom-of-funnel AI recommendations.

Capability & Strategic Approach
Resurfaced AI
High-Intent GEO Platform
Legacy SEO Tools
Semrush / Ahrefs
Generic AI Trackers
Profound / Otterly / Peec
High-Intent Comparison & Alternatives Wedge (40/30/20/10)
Focused on 'Brand vs Competitor' & 'Alternatives to X' where procurement decisions happen.
Multi-Model Search Grounding (ChatGPT, Gemini, Perplexity)
Live real-time web search execution with native citation parsing.
Actionable GEO Task Board with AI TTR Verification
Automated fix tickets that are re-queried by AI to verify resolution velocity (TTR).
Authority Domain Citation Forensics (G2, Reddit, GitHub)
Identifies exact competitor-ranking URLs to claim and update.
Partial (Backlinks only)Partial
Bottom-Line Revenue Pipeline Model ($ at Stake)
Quantifies ACV pipeline gained per +10% AI recommendation rate.
Zero Denominator Skew (Explicit Zero-Mention Absence Tracking)
Mathematical precision in Share of Voice without omitting zero-mention runs.
Client-Side CSV & JSON Data Export
Download full competitor benchmarks & citation sources without server caps.
Restricted
Accessible Pricing & No Long-Term Lock-In
Transparent self-serve plans with 14-day free trials.
$50 / mo$129+ / mo$500+ / mo (Annual Contract)
Simple, Transparent Pricing

Start Your 14-Day Free Trial Today

Full access to live search grounding, competitor matrices, and citation forensics. No commitments.

Starter14-Day Free Trial

Essential AI answer intelligence & comparison tracking for early-stage B2B SaaS.

$39/month (billed $468/yr)
Full 14-day access before first charge
Included Capabilities
1 Monitored Brand & Domain
Up to 3 Competitor Tracking
All 3 AI Models: ChatGPT, Gemini & Perplexity
20 Resolved Prompts / Week (40% Comp, 30% Alt)
Weekly Automated AI Search Crawls
Share of Voice (SOV %) & Sentiment Analysis
Authority Citation Domain Grounding
Client-Side CSV & JSON Data Export
1 Team Seat (Brand Owner)
Most Popular for Growth Teams
ProFull Power14-Day Free Trial

High-frequency multi-model visibility tracking, citation intelligence & team seats for scaling B2B SaaS.

$119/month (billed $1428/yr)
Save $360 / year with annual plan
Everything in Starter, plus:
Up to 3 Monitored Brands
Up to 5 Competitors per Brand
3x / Week Automated AI Search Crawls
Up to 60 Prompts / Brand (2,500 Monthly Run Cap)
5 Collaborating Team Seats with RBAC (Admin, Member, Viewer)
Actionable GEO Task Kanban with AI TTR Verification
Bottom-Line Pipeline ROI Impact Modeling
B2B SaaS Search Volume Benchmarks (p50 / p90 percentiles)
Real-Time Slack Alerts & Weekly Executive Digest
1-Click 3-Page Executive PDF Board Reports

Frequently Asked Questions

Everything you need to know about Generative Engine Optimization.

How is Generative Engine Optimization (GEO) different from traditional SEO?

Traditional SEO optimizes for 10 blue links on Google. GEO optimizes for AI answer synthesis — how ChatGPT, Gemini, and Perplexity summarize, evaluate, and recommend your product when buyers ask open-ended decision questions. GEO focuses on high-authority citation sources, sentiment polarity, and structured comparison clarity.

Which AI search models does Resurfaced AI track?

We natively monitor OpenAI ChatGPT (GPT-4o with live web search preview), Google Gemini (Gemini 2.5 Flash with Search Grounding), and Perplexity AI (Sonar). We execute live queries against these models using actual buyer personas and geographic locations.

What is the 40/30/20/10 query battery?

Our research-grounded query mix allocates 40% to Direct Comparisons ('Brand vs Competitor'), 30% to Competitor Alternatives ('Alternatives to Competitor'), 20% to Category Shortlists ('Best software in category'), and 10% to Niche Use Cases ('Category for compliance/enterprise').

How does the 14-day free trial work?

You get full, unrestricted access to either the Starter ($50/mo) or Pro ($149/mo) tier for 14 days. You can monitor your brand, track competitors, analyze citation sources, and run live analyses. You can cancel at any point before the trial ends without being charged.

Can my team collaborate on Resurfaced AI?

Yes! Pro plans include 5 team seats with Role-Based Access Control (Admin, Member, Viewer). You can invite product marketing managers, SEO leads, and growth teammates with dedicated permissions.

How do I export my data?

Both the Competitors tab and Sources tab include 1-click client-side export buttons for RFC 4180 compliant CSV and structured JSON files, perfect for executive presentations and custom spreadsheets.

Claim Your AI Search Share of Voice

Stop Losing Inbound Pipeline in AI Answers.

Set up your brand in 3 minutes. Track ChatGPT, Gemini & Perplexity recommendations with zero risk.