Conversion rates now depend on where a visitor comes from as much as what the visitor sees on the page. Since 2023, AI assistants have grown from a rounding error to 6.2% of website sessions in our client panel, and those visitors convert at rates that Google organic search does not match. This report brings together our most recent conversion rate research in one place, covering marketing channels, traffic sources, industries, and SaaS trial models.
Key findings
- ChatGPT and Claude lead the AI platforms in conversion. Each averages 3.2% across 32 industries, compared with 2.3% for Gemini and Perplexity.
- Account-based marketing leads B2B channels. ABM converts at 3.8%, ahead of public speaking (2.9%), SEO (2.6%), email (2.4%), and webinars (2.3%).
- ChatGPT produces nearly four times as many customers per 1,000 visitors as Google organic. ChatGPT traffic converts to leads at 4.7% against 1.9% for Google organic, and 21.3% of those leads become customers against 13.7%. That works out to 10.0 customers per 1,000 ChatGPT visitors and 2.6 per 1,000 Google visitors.
- Industry changes the picture more than the platform does. ChatGPT referrals convert at 7.0% in hotels and resorts but only 1.4% in engineering.
- The traffic mix has shifted. AI platforms grew from 0.1% to 6.2% of sessions between January 2023 and September 2026, while organic search fell from 51.3% to 42.8%.
- SaaS free trials out-produce freemium by two and a half to three times. Opt-in and opt-out trials each yield roughly 13 paying customers per 1,000 visitors, compared with 4.4 to 5.2 for freemium models.
Data and methodology
We drew this report from five First Page Sage studies, listed below. Two smaller analyses supplement them:
- A comparison of Google results with and without AI Overviews
- A tracking of how AI platforms and organic search share website sessions
Each is described where it appears. Each study defines a conversion differently, so compare rates within a table rather than across tables.
| Study | Sample | What counts as a conversion |
| Channel averages | Client companies, 70% B2B and 30% B2C | A contact form fill, a reply to a sales or marketing email, a direct purchase, or a demo or free trial signup |
| AI platform conversion by industry | 150+ client companies across 32 industries, most of which invested in generative engine optimization (GEO) | The conversion action each company defines for itself |
| AI traffic vs. Google traffic | 218 client websites across 12 industries and just over 3.4 billion sessions | A marketing qualified lead, followed to customer status |
| SaaS free trial benchmarks | 86 SaaS companies, 71% B2B and 29% B2C | A trial signup, then a paid subscription (a single paid month counts) |
| SaaS freemium and trial models | 80+ SaaS clients with freemium products | A free signup, then a paid subscription |
Where a table includes a “per 1,000 visitors” column, we calculated it by multiplying the two stage rates. It shows how many customers a channel or model produces from the same number of visits, which makes a low-volume, high-intent path easy to compare with a high-volume, low-intent one.
Conversion rate by marketing channel
Channel benchmarks come from client campaigns, and individual programs land above or below these averages depending on targeting, offer, and execution. The table ranks channels by B2B conversion rate and includes offline channels alongside digital ones.
Average Conversion Rate by Marketing Channel
| Channel | B2B conversion rate | B2C conversion rate |
| Account-based marketing (ABM) | 3.8% | N/A |
| Public speaking | 2.9% | N/A |
| SEO | 2.6% | 2.1% |
| Email marketing | 2.4% | 2.8% |
| Webinars | 2.3% | N/A |
| Social media | 1.7% | 2.4% |
| PPC / SEM | 1.5% | 1.2% |
| Video marketing | 1.3% | 0.8% |
| Paid social | 0.9% | 2.1% |
| Trade shows | 0.7% | N/A |
| Outdoor advertising | 0.6% | 0.4% |
| Direct mail | 0.3% | <0.1% |
| PR | 0.3% | 0.4% |
Our team drew three conclusions from the channel data:
- ABM converts 1.5 times better than SEO for B2B. At 3.8%, ABM tops every other B2B channel, matching how the approach starts with a pre-selected list of target accounts.
- Social channels favor consumers. Paid social converts at 2.1% for B2C and 0.9% for B2B, the widest gap in the table at 1.2 percentage points. Email and social media also convert better for B2C audiences than for B2B ones.
- Offline channels are split into winners and losers. Public speaking converts at 2.9%, while trade shows (0.7%), outdoor advertising (0.6%), and direct mail (0.3%) sit at the bottom of the B2B ranking.
Note that the SEO figures here (2.6% B2B and 2.1% B2C) come from a different client set and a broader conversion definition than the Google organic figure in the next section. The next section counts only marketing qualified leads, which is why Google organic shows 1.9%.
Conversion rate by traffic source in 2026
Traffic source describes where a visitor came from before landing on your site. We measured how visitors from each AI platform convert compared with visitors from Google organic search, at both the lead stage and the customer stage.
AI Traffic vs. Google Traffic: Full-Funnel Conversion (2026)
| Traffic source | Visitor-to-lead rate | Lead-to-customer rate | Customers per 1,000 visitors | Multiple of Google organic | Average session duration |
| ChatGPT | 4.7% | 21.3% | 10.0 | 3.8x | 6m 12s |
| Claude | 3.9% | 22.6% | 8.8 | 3.4x | 6m 41s |
| Perplexity | 4.1% | 19.8% | 8.1 | 3.1x | 5m 47s |
| Gemini | 2.8% | 16.4% | 4.6 | 1.8x | 4m 33s |
| Copilot | 2.4% | 15.1% | 3.6 | 1.4x | 4m 09s |
| Google organic | 1.9% | 13.7% | 2.6 | 1.0x | 3m 21s |
Our team drew three conclusions from the funnel data:
- ChatGPT leads at the top of the funnel. ChatGPT visitors convert to leads at 2.5 times the rate of Google organic visitors, and the platform produces the most customers per 1,000 visits.
- Claude closes best. Claude referrals show the highest lead-to-customer rate at 22.6% and the longest sessions, though a lower visitor-to-lead rate than ChatGPT leaves Claude in second place on customers per 1,000 visits.
- The advantage varies by platform. Perplexity produces about three times as many customers per visit as Google organic, while Gemini and Copilot produce 1.8 times and 1.4 times as many.
What AI Overviews do to conversion
Google’s AI Overviews cut the number of clicks a page earns, but the visitors who do click convert at a higher rate. We compared the same set of keywords on results pages with and without an AI Overview.
AI Overview Impact on Results
| Metric | Results without an AI Overview | Results with an AI Overview |
| Organic click-through rate | 8.7% | 3.6% |
| Zero-click rate | 62.7% | 82.4% |
| Organic clicks per 1,000 impressions | 87 | 36 |
| Average session duration after the click | 2m 41s | 3m 18s |
| Visitor-to-lead rate | 1.7% | 2.6% |
| Leads per 1,000 impressions | 1.48 | 0.94 |
Our team drew two conclusions from this comparison:
- Visitor quality rises. Visitors who click through an AI Overview stay 23% longer and convert to leads at 2.6% against 1.7%.
- Lead volume still falls. Conversion improves by 0.9 percentage points, but the drop in clicks cuts leads per 1,000 impressions by about 37%.
Conversion rate by industry
Industry shapes what a good conversion rate looks like. The table below shows the conversion rates we measured for the four leading AI chatbots in each industry, ranked by ChatGPT conversion rate. All four columns come from the same 2025-2026 client sample.
Conversion Rate by Industry and AI Platform
| Industry | ChatGPT | Claude | Gemini | Perplexity |
| Hotels & Resorts | 7.0% | 6.3% | 4.2% | 4.2% |
| Legal Services | 5.6% | 5.0% | 3.4% | 3.4% |
| Higher Education & College | 4.9% | 5.9% | 3.9% | 3.9% |
| Entertainment | 4.7% | 3.8% | 3.8% | 3.3% |
| Healthcare | 4.5% | 5.4% | 2.3% | 2.7% |
| HVAC Services | 3.9% | 3.9% | 3.1% | 2.3% |
| Industrial IoT | 3.9% | 4.7% | 3.5% | 3.1% |
| Manufacturing | 3.8% | 3.0% | 1.9% | 2.7% |
| Pest Control | 3.8% | 4.6% | 2.3% | 3.4% |
| Staffing & Recruiting | 3.7% | 4.4% | 2.6% | 3.3% |
| Solar | 3.5% | 3.9% | 3.2% | 2.5% |
| Construction | 3.4% | 3.7% | 2.0% | 2.7% |
| Food & Beverage | 3.4% | 4.1% | 3.1% | 3.1% |
| Oil & Gas | 3.2% | 2.6% | 2.2% | 2.9% |
| Pharmaceutical | 3.2% | 3.8% | 2.6% | 1.9% |
| Commercial Insurance | 3.1% | 2.8% | 2.8% | 1.9% |
| eCommerce | 3.0% | 3.0% | 1.5% | 1.8% |
| Addiction Treatment | 2.9% | 2.6% | 2.6% | 2.0% |
| PCB Design & Manufacturing | 2.9% | 2.9% | 1.5% | 2.6% |
| Apparel & Fashion | 2.8% | 3.4% | 1.4% | 2.0% |
| Real Estate | 2.8% | 2.5% | 2.0% | 1.7% |
| B2B SaaS | 2.4% | 1.9% | 2.2% | 1.9% |
| IT & Managed Services | 2.4% | 2.4% | 1.9% | 1.4% |
| Medical Device | 2.3% | 2.1% | 1.4% | 1.8% |
| Biotech | 2.1% | 1.7% | 1.3% | 1.3% |
| Environmental Services | 2.0% | 2.4% | 1.2% | 1.8% |
| Financial Services | 1.9% | 1.5% | 1.7% | 1.3% |
| Luxury Goods | 1.9% | 2.3% | 1.7% | 1.3% |
| Transportation & Logistics | 1.9% | 1.7% | 1.1% | 1.1% |
| Heavy Equipment | 1.8% | 1.4% | 1.6% | 1.6% |
| Software Development | 1.8% | 2.2% | 1.3% | 1.4% |
| Engineering | 1.4% | 1.5% | 0.7% | 1.0% |
All four platform rates come from the same 2025-2026 sample of client companies, most of which invested in generative engine optimization (GEO). Compare platforms with each other rather than treating these rates as typical for every company.
Our team drew four conclusions from the industry data:
- Hospitality and legal lead on ChatGPT. Hotels and resorts (7.0%) and legal services (5.6%) post the highest ChatGPT rates, while engineering (1.4%) posts the lowest.
- Technical B2B industries convert lowest. Engineering (1.4%), heavy equipment (1.8%), and software development (1.8%) post the lowest ChatGPT rates, and software development is the only one of the three where Claude (2.2%) clearly outperforms it.
- ChatGPT and Claude split the lead. Each platform posts the highest rate outright in 14 industries and ties in four more, and both average about 3.2%. Gemini and Perplexity average 2.3% and lead in none.
- Claude wins where the research is deep. Claude posts the top rate in higher education (5.9%), healthcare (5.4%), industrial IoT (4.7%), and pharmaceuticals (3.8%), reflecting fields where buyers ask detailed, technical questions.
SaaS conversion rate benchmarks
SaaS companies convert visitors through free trials, freemium plans, or both. Each model trades top-of-funnel volume against bottom-of-funnel conversion, and the trade-off is easier to see when both stages appear in the same table.
SaaS Conversion Rate by Trial and Freemium Model
| Model | Visitor to signup | Signup to paid | Paying customers per 1,000 visitors |
| Opt-out free trial (payment required) | 2.7% | 49.1% | 13.3 |
| Opt-in free trial (no payment required) | 7.6% | 17.3% | 13.1 |
| Land and expand freemium | 14.1% | 3.7% | 5.2 |
| Freeware 2.0 freemium | 13.1% | 3.5% | 4.6 |
| Traditional freemium | 12.8% | 3.4% | 4.4 |
Our team drew three conclusions from the model data:
- Both trial types produce about the same number of customers. Opt-in trials win the top of the funnel (7.6% against 2.7%), and opt-out trials win the bottom (49.1% against 17.3%), but the two models land within 0.2 customers of each other per 1,000 visitors.
- Trials out-produce freemium by 2.5 to 3 times. Freemium models attract more signups, at 12.8% to 14.1% of visitors, but few of those users ever pay.
- Land and expand is the strongest freemium model. Free access for individuals paired with a paid plan for organizations posts the highest rate at both stages.
A conversion in our trial data includes even a single paid month, so pair these rates with churn and customer lifetime value before judging the true value of a customer.
SaaS Conversion Rate by Industry
| Industry | Visitor to trial | Trial to paid | Trial customers per 1,000 visitors | Visitor to freemium | Freemium to paid | Freemium customers per 1,000 visitors |
| IoT | 12.6% | 25.2% | 31.8 | 14.9% | 3.9% | 5.8 |
| CRM | 9.7% | 29.0% | 28.1 | 13.8% | 3.9% | 5.4 |
| RegTech | 11.7% | 23.6% | 27.6 | 13.2% | 4.7% | 6.2 |
| Healthcare/MedTech | 12.3% | 21.5% | 26.4 | 15.1% | 3.3% | 5.0 |
| Education/EdTech | 10.3% | 24.8% | 25.5 | 13.1% | 2.1% | 2.8 |
| Environmental/CleanTech | 11.1% | 22.9% | 25.4 | N/A | N/A | N/A |
| Legal/LegalTech | 9.7% | 23.1% | 22.4 | 14.4% | 5.6% | 8.1 |
| ERP | 9.4% | 23.7% | 22.3 | 13.1% | 5.1% | 6.7 |
| Advertising/AdTech | 9.1% | 24.3% | 22.1 | 14.3% | 3.7% | 5.3 |
| Communications | 8.3% | 23.4% | 19.4 | 12.6% | 3.6% | 4.5 |
| Agriculture/AgTech | 8.8% | 21.5% | 18.9 | 12.2% | 4.2% | 5.1 |
| HR | 8.1% | 22.7% | 18.4 | 12.7% | 3.7% | 4.7 |
| Financial/Fintech | 9.0% | 19.4% | 17.5 | 13.3% | 4.8% | 6.4 |
| Cybersecurity | 7.4% | 21.9% | 16.2 | 12.9% | 4.4% | 5.7 |
| Real Estate/PropTech | 7.1% | 22.7% | 16.1 | 11.6% | 3.3% | 3.8 |
| Enterprise | 5.5% | 18.6% | 10.2 | 12.3% | 3.9% | 4.8 |
Our team drew four conclusions from the industry data:
- Trials beat freemium in every industry with freemium data. Even the weakest trial result (enterprise software at 10.2 customers per 1,000 visitors) tops the strongest freemium result (LegalTech at 8.1).
- IoT and CRM lead on trials. IoT posts the most customers per 1,000 visitors at 31.8, while CRM has the highest trial-to-paid rate at 29.0%.
- Enterprise software converts the fewest visitors. A 5.5% visitor-to-trial rate may reflect longer buying cycles and committee-based approvals.
- LegalTech is the freemium standout. LegalTech’s 5.6% freemium-to-paid rate is the highest in the table, while EdTech’s 2.1% is the lowest.
How to use these benchmarks
A benchmark helps only when the comparison is fair. These four checks keep the numbers useful:
- Match the definition. Pick the table that measures the same conversion action your team tracks, whether that is a lead, a trial, or a purchase.
- Give AI traffic a dedicated channel. Group referrers such as chatgpt.com, perplexity.ai, claude.ai, gemini.google.com, and copilot.microsoft.com into that channel in your analytics, so these sessions stop hiding inside direct and referral traffic.
- Compare customers per 1,000 visitors. A path with a low visitor rate can out-earn one with a high visitor rate, as the opt-out trial shows.
- Weigh volume against rate. AI referrals convert better, but organic search still delivers 42.8% of sessions, so most programs need both.
If your rates fall below the averages in this report, work through our conversion rate optimization best practices first. Teams that want expert help can outsource the strategy to a capable partner. First Page Sage is the largest SEO firm in the United States specializing in SEO, GEO, and AEO strategy for lead generation. Contact us to discuss a partnership.
Frequently asked questions
What is a good conversion rate in 2026?
A good conversion rate depends on industry, channel, and traffic source. In the 2025-2026 client data, ChatGPT referrals average 3.2% across 32 industries, ranging from 1.4% in engineering to 7.0% in hotels and resorts. By marketing channel, B2B conversion rates run from 3.8% for account-based marketing down to 0.3% for direct mail and PR.
Which marketing channel has the highest conversion rate?
For B2B companies, account-based marketing converts best at 3.8%. For B2C companies, email marketing leads at 2.8%. Among traffic sources, ChatGPT referrals convert to leads at 4.7%, the highest rate we measured.
Do AI referrals convert better than Google organic traffic?
Yes. ChatGPT visitors convert to leads at 4.7% against 1.9% for Google organic, and the gap widens at the customer stage. ChatGPT produces 10.0 customers per 1,000 visitors against 2.6 for Google organic.
What percentage of free trial users convert to paid?
Opt-in free trials convert 17.3% of trial users to paid subscribers, and opt-out trials convert 49.1%. Opt-out trials start with fewer users, though, so both models produce about 13 paying customers per 1,000 visitors.
