The State of AI Visibility in CRM Software 2026
In February 2026, I was curious about observing what the AI Search landscape looks like for a particular brand. I am building my own AI agent platform called EMSI, and one of the ways that I wanted to make the data reliable was to track one market and see all the prompts that are relevant within that small market—and which brands were showing up.
To do that, I looked at 107 prompts which were statistically very transactional and buyer-heavy. For example, prompts like "what is the best CRM solution?" or "which CRM should I use for sales automation?" These queries are very commercial and transactional in nature.
Based on those prompts and queries, I wanted to see which brands in the CRM space show up. I made a preliminary list of 50 prominent CRM companies and wanted to see what their baseline visibility was when it comes to these prompts.
What follows is a research report that I found while running this on my own platform EMSI. The data here is completely authentic and generated from ChatGPT only—not Perplexity, not Google Gemini. Just ChatGPT.
This is the first comprehensive analysis of AI visibility in the CRM niche. If you're building a CRM or SaaS product, I hope you find this interesting.
Executive Summary
The AI visibility gap is widening. While HubSpot dominates at 62%, 32% of CRM brands are completely invisible to AI.
- HubSpot leads with 62% visibility across all buyer queries—appearing in 2 out of 3 searches
- Top 3 CRMs (HubSpot, Salesforce, Zoho) capture 168% combined visibility
- 16 brands (32%) have 0% visibility—completely invisible to AI assistants
- Average visibility outside top 5 is just 11%—a 6x gap from leaders
- Citation rate averages 0%—AI mentions brands without providing sources
- Company size doesn't predict visibility—Zoho (SMB) beats Microsoft Dynamics (Enterprise) by 21 points
AI Visibility: The CRM Landscape
All 50 CRM brands ranked by ChatGPT visibility • Bubble size = visibility percentage
| Rank | CRM | Tier | Revenue | Visibility | Mentions |
|---|---|---|---|---|---|
1 | HubSpot hubspot.com | Mid-market | $2.1B | 62% | 66/107 |
2 | Salesforce salesforce.com | Enterprise | $31B | 56% | 60/107 |
3 | Zoho CRM zoho.com | SMB | $1B | 50% | 54/107 |
4 | Pipedrive pipedrive.com | SMB | $100M | 40% | 43/107 |
5 | Microsoft Dynamics 365 microsoft.com | Enterprise | $5B+ | 29% | 31/107 |
6 | Freshsales freshworks.com | SMB | $500M | 28% | 30/107 |
7 | Close close.com | SMB | $20M | 18% | 19/107 |
8 | Monday.com monday.com | Mid-market | $900M | 12% | 13/107 |
9 | SAP CRM sap.com | Enterprise | $30B+ | 11% | 12/107 |
10 | Creatio creatio.com | Mid-market | $50M | 11% | 12/107 |
What We Found
The data reveals a winner-take-most market. HubSpot appears in 62% of all queries—nearly 2 out of 3 buyer searches. Salesforce captures 56%. Zoho, the scrappy SMB player, claims 50%.
Together, these three brands appear in 168% of queries (brands can appear multiple times per query in "best of" lists). That means in an average query, you're seeing 1.68 mentions from just these three players.
Meanwhile, 16 brands—nearly a third of the market—register 0% visibility. Zero. Clay, the $50M startup everyone's talking about? Never mentioned. Attio, Copper, Folk—all the modern PLG darlings? Invisible.
If you're not in ChatGPT's recommendations, you don't exist to 20% of your potential buyers.
The Long Tail
Distribution of brands by visibility percentage
Biggest Surprises
The findings that shocked us
The $50M Startup That Doesn't Exist
Clay raised $50M, is beloved on Twitter, and has massive founder mindshare. But AI visibility? 0%. If a buyer asks ChatGPT for CRM recommendations, Clay never appears.
SMB Player Beats $40B Giant
Zoho CRM (50% visibility) significantly outperforms Oracle CRM (9% visibility) despite Oracle's 40x larger revenue and enterprise dominance.
The Monday.com Paradox
Monday.com has a $10B valuation and went public in 2021. Yet their CRM product only achieves 12% AI visibility—barely above the invisible threshold.
Attio Beats Copper (Despite Being Newer)
Attio (3% visibility) matches or beats established players like Copper (6%), proving that aggressive content strategies can overcome the incumbency advantage.
The Tier Paradox
Company revenue vs. AI visibility (size doesn't guarantee visibility)
Head-to-Head Battles
The Heavyweights
Despite Salesforce's 15x larger revenue, HubSpot wins in AI visibility. Why? More SMB-focused content, clearer positioning for 'best CRM' queries, stronger inbound SEO.
The SMB Battle
Pipedrive dominates comparison queries and 'best of' lists. Close shows up more in pain-point queries but lacks presence in top-of-funnel searches.
The Freshworks Family
Both compete for SMB customers, but Zoho's longer market presence and broader review footprint give it a decisive AI visibility advantage.
The Enterprise Tier
Microsoft's broader ecosystem and better content strategy help it outperform SAP in AI search, despite comparable enterprise presence.
Query Type Performance
Which brands dominate which query types
Sample Queries Tested
Real buyer questions we tested through ChatGPT
Five Critical Insights
What the data means for CRM companies
The Dominance Gap Widens
Top 3 = 168%HubSpot, Salesforce, and Zoho alone capture 168% combined visibility (brands can appear multiple times per query). The average brand outside the top 5 achieves only 11% visibility—a 15x gap from the leader.
→ Implication: Market leaders are creating a 'visibility moat' through content dominance. The gap between winners and everyone else is accelerating, not closing.
✓ Actionable: If you're outside the top 10, you need a differentiated content strategy—competing head-on with leaders in 'best CRM' content is a losing battle.
The Tier Paradox
SMB beats EnterpriseEnterprise CRMs average 21% visibility despite massive budgets and brand recognition. But Zoho (SMB, 50%) beats Microsoft Dynamics 365 (Enterprise, 29%) by 21 points. Oracle's $40B revenue doesn't help it beat Pipedrive's visibility.
→ Implication: Company size, funding, and brand awareness don't predict AI visibility. Content depth, SEO authority, and review presence do.
✓ Actionable: Startups and SMB players: You can compete with enterprises in AI if you out-execute on content strategy.
The Invisibility Tax
16 brands = 0%32% of tracked CRMs receive zero AI visibility. If AI-assisted search represents 20% of software research (conservative estimate), invisible brands are missing 1 in 5 potential buyers before they even know these products exist.
→ Implication: Being invisible to AI is like not ranking on Google's first page—except AI only shows 3-5 brands, making invisibility even more costly.
✓ Actionable: Even minimal visibility (5-10%) can capture meaningful pipeline. First goal: get mentioned at all. Second goal: get mentioned consistently.
Citation Crisis
0% citation rateAI mentions CRMs without providing source citations or URLs. This makes it nearly impossible for buyers to verify recommendations or for brands to track where AI is pulling information.
→ Implication: Unlike Google where you can see search rankings and click-through data, AI visibility is a black box. Brands need new measurement approaches.
✓ Actionable: Build strong review presence on G2 and Capterra—these are the sources AI trusts most (even if it doesn't cite them). Track brand mentions in AI responses directly.
Query Type Inequality
3x variance'Best of' queries generate 3x more brand visibility than 'alternative' queries. Winners dominate best-of content, while challengers fight over scraps in alternative/comparison content.
→ Implication: Not all queries are created equal. Best-of queries are the most valuable real estate in AI search—but also the hardest to break into.
✓ Actionable: If you can't win best-of queries, own alternative and comparison queries. 'Best Salesforce alternatives' gets less volume but higher intent.
Category Analysis
How different CRM categories perform
General CRM
Most competitive category. Top 3 dominate, but 31% of general CRMs are invisible. Long tail is brutal.
Real Estate CRM
Disaster for vertical CRMs. Only 2 of 6 achieve any visibility. AI defaults to general CRMs even for real estate queries.
Legal CRM
Small category but 100% visibility. Vertical CRMs that own their niche (like Clio for legal) can compete.
Healthcare CRM
Highly regulated industry = limited content. Healthcare CRMs struggle to create the web presence AI needs.
Modern/PLG CRM
100% invisible. Clay, Pocus, Koala, Warmly, Common Room—all hot startups, all invisible to AI. Product-led growth ≠ AI visibility.
Complete Rankings
All 50 CRM brands we tracked
| Rank | CRM | Tier | Visibility | Mentions |
|---|---|---|---|---|
1 | HubSpot hubspot.com | Mid-market | 62% | 66/107 |
2 | Salesforce salesforce.com | Enterprise | 56% | 60/107 |
3 | Zoho CRM zoho.com | SMB | 50% | 54/107 |
4 | Pipedrive pipedrive.com | SMB | 40% | 43/107 |
5 | Microsoft Dynamics 365 microsoft.com | Enterprise | 29% | 31/107 |
6 | Freshsales freshworks.com | SMB | 28% | 30/107 |
7 | Close close.com | SMB | 18% | 19/107 |
8 | Monday.com monday.com | Mid-market | 12% | 13/107 |
9 | SAP CRM sap.com | Enterprise | 11% | 12/107 |
10 | Creatio creatio.com | Mid-market | 11% | 12/107 |
11 | Zendesk Sell zendesk.com | Mid-market | 8% | 9/107 |
12 | Oracle CRM oracle.com | Enterprise | 9% | 10/107 |
13 | Insightly insightly.com | SMB | 7% | 8/107 |
14 | Copper copper.com | SMB | 6% | 6/107 |
15 | SugarCRM sugarcrm.com | Mid-market | 4% | 4/107 |
16 | ActiveCampaign activecampaign.com | SMB | 5% | 5/107 |
17 | Nimble nimble.com | SMB | 4% | 4/107 |
18 | Nutshell nutshell.com | SMB | 3% | 3/107 |
19 | Attio attio.com | Startup | 3% | 3/107 |
20 | Salesflare salesflare.com | SMB | 2% | 2/107 |
21 | Clio clio.com | Mid-market | 3% | 3/107 |
22 | Lawmatics lawmatics.com | SMB | 3% | 3/107 |
23 | Follow Up Boss followupboss.com | SMB | 1% | 1/107 |
24 | BoomTown boomtownroi.com | Mid-market | 1% | 1/107 |
25 | athenahealth athenahealth.com | Enterprise | 1% | 1/107 |
26 | Folk folk.app | Startup | 1% | 1/107 |
27 | Keap keap.com | SMB | 2% | 2/107 |
28 | Capsule CRM capsulecrm.com | SMB | 2% | 2/107 |
29 | Less Annoying CRM lessannoyingcrm.com | SMB | 2% | 2/107 |
30 | Streak streak.com | SMB | 2% | 2/107 |
31 | Agile CRM agilecrm.com | SMB | 1% | 1/107 |
32 | OnePageCRM onepagecrm.com | SMB | 1% | 1/107 |
33 | Bitrix24 bitrix24.com | SMB | 2% | 2/107 |
34 | Apptivo apptivo.com | SMB | 1% | 1/107 |
35 | Affinity affinity.co | Mid-market | 0% | 0/107 |
36 | Pipefy pipefy.com | SMB | 0% | 0/107 |
37 | LionDesk liondesk.com | SMB | 0% | 0/107 |
38 | Top Producer topproducer.com | SMB | 0% | 0/107 |
39 | Propertybase propertybase.com | Mid-market | 0% | 0/107 |
40 | Wise Agent wiseagent.com | SMB | 0% | 0/107 |
41 | Kareo kareo.com | SMB | 0% | 0/107 |
42 | Clay clay.com | Startup | 0% | 0/107 |
43 | Common Room commonroom.io | Startup | 0% | 0/107 |
44 | Warmly warmly.ai | Startup | 0% | 0/107 |
45 | Pocus pocus.com | Startup | 0% | 0/107 |
46 | Koala getkoala.com | Startup | 0% | 0/107 |
47 | Vtiger vtiger.com | SMB | 0% | 0/107 |
48 | Really Simple Systems reallysimplesystems.com | SMB | 0% | 0/107 |
49 | EngageBay engagebay.com | SMB | 0% | 0/107 |
50 | NetHunt nethunt.com | SMB | 0% | 0/107 |
What To Do About It
Tactical playbooks by visibility tier
Brands with ≥40% visibility (HubSpot, Salesforce, Zoho, Pipedrive)
Defend and expand dominance
- Expand content across ALL query types—not just best-of lists where you already win. Cover comparison, alternative, use-case, and pain-point queries comprehensively.
- Monitor emerging competitors in comparison queries where brand awareness is lower. Close and Freshsales are rising—don't let them steal your thunder.
- Build authoritative backlink profile to increase citation rate from current 0%. Partner with respected publications for thought leadership.
- Create category-specific content for niche use cases (real estate, legal, healthcare) to block vertical specialists from gaining footholds.
- Invest in review velocity on G2 and Capterra—fresh reviews signal market momentum to AI.
- Launch 'vs [competitor]' content for every major alternative to control the narrative in head-to-head comparisons.
Brands with 10-39% visibility (Microsoft Dynamics, Freshsales, Close, etc.)
Break into top 5
- Focus on 3-5 high-intent query types where you're already visible (15-20% range). Double down on what's working before expanding.
- Create detailed comparison content positioning against top 3 performers. Frame it as David vs. Goliath—'Better than Salesforce for X use case'.
- Build use-case specific landing pages for long-tail vertical queries. Own 'best CRM for [niche industry]' where leaders are weak.
- Invest heavily in G2/Capterra review presence—aim for 100+ reviews with 4.5+ stars. This is what AI trusts most.
- Target 'alternative to [competitor]' queries to capture switching intent. Buyers already know leaders; show them why you're better.
- Launch educational content (guides, calculators, templates) that AI can reference as authoritative sources.
- Partner with industry publications for co-branded research reports—build the credibility signals AI looks for.
Brands with 1-9% visibility
Achieve first visibility milestone (10%)
- Pick ONE query type and own it completely. Don't spread thin across best-of, comparison, and alternative—dominate one.
- Create 10+ 'alternative to [top competitor]' pages. Target Salesforce, HubSpot, Zoho alternatives with deep comparison content.
- Build review profiles on G2, Capterra, TrustRadius with minimum 50 reviews each. Without social proof, AI won't recommend you.
- Publish 5-10 deep-dive use case studies that AI can reference. Make them detailed, specific, outcome-driven.
- Ensure website has clear, crawlable product information (features, pricing, use cases). If AI can't find it, you don't exist.
- Focus on ONE specific vertical (real estate, legal, etc.) rather than competing in general 'CRM' queries—win a niche first.
- Launch a glossary/resource center with SEO-optimized definitions and how-tos. This is the type of educational content AI loves to cite.
Brands with 0% visibility (Clay, Koala, Pocus, Warmly, etc.)
Achieve any visibility (1-5%)
- Emergency action: You're missing 20% of potential buyers. This is a top-3 marketing priority, not a nice-to-have.
- Start with 'alternative to [top competitor]' content pages immediately. This is the fastest path to visibility for unknowns.
- Launch on Product Hunt, get 100+ upvotes, and get coverage in TechCrunch/TC. Media mentions are critical signals for AI.
- Build review profiles from scratch: Offer incentives for first 50 G2 reviews. AI won't recommend brands with <10 reviews.
- Create comparison pages for your top 3 competitors, targeting '[Your Brand] vs [Competitor]' keywords.
- Publish founder content on industry topics (not product pitches) to build domain authority and topical relevance.
- Partner with complementary tools for co-marketing content that gets indexed and crawled by AI.
- Run a 'CRM comparison tool' or 'CRM buyer's guide' on your website—become the authority AI references.
- Focus on one specific use case and dominate it: 'Best CRM for [specific thing]' instead of 'Best CRM'.
- Launch a free tool or resource (CRM ROI calculator, CRM comparison spreadsheet) that earns backlinks and establishes authority.
Key Takeaways
1. AI visibility is the new SEO
If 20% of your buyers are using ChatGPT to research solutions, and you're invisible in those results, you're losing 1 in 5 potential customers before they even know you exist.
2. Size doesn't guarantee visibility
Zoho ($1B) beats Oracle ($40B+) by 41 percentage points. The winners aren't the biggest—they're the ones who've optimized for AI search.
3. The gap is widening
The top 3 brands capture 168% combined visibility. Meanwhile, 32% of CRMs register zero visibility. This is a winner-take-most market, and the window to catch up is closing.
The future of B2B software discovery is being written right now. The question is: will your brand be part of it?
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