Last updated: July 8, 2026
First Page Sage’s research team analyzed ChatGPT conversion rates across industries using anonymized data from more than 160 client companies, collected between May 2025 and July 2026. The study measured the percentage of each company’s ChatGPT referral traffic that resulted in a conversion action, as defined by that company.
Most companies in the dataset invested in generative engine optimization (GEO) and therefore had above-industry-baseline referral traffic from ChatGPT, as well as conversion funnels tailored to that channel.
ChatGPT Conversion Rates by Industry in 2026
| Industry | Average ChatGPT Conversion Rate |
| Hotels & Resorts | 7.2% |
| Legal Services | 5.4% |
| Higher Education & College | 5.1% |
| Entertainment | 4.9% |
| Healthcare | 4.6% |
| HVAC Services | 4.0% |
| Manufacturing | 3.9% |
| Staffing & Recruiting | 3.8% |
| Industrial IoT | 3.7% |
| Construction | 3.6% |
| Pest Control | 3.6% |
| Pharmaceutical | 3.4% |
| Food & Beverage | 3.3% |
| Oil & Gas | 3.3% |
| Solar | 3.3% |
| eCommerce | 3.2% |
| Addiction Treatment | 3.1% |
| Commercial Insurance | 3.0% |
| Real Estate | 2.9% |
| PCB Design & Manufacturing | 2.7% |
| Apparel & Fashion | 2.6% |
| B2B SaaS | 2.5% |
| Medical Device | 2.4% |
| IT & Managed Services | 2.3% |
| Biotech | 2.2% |
| Environmental Services | 2.1% |
| Luxury Goods | 2.0% |
| Transportation & Logistics | 2.0% |
| Software Development | 1.9% |
| Financial Services | 1.8% |
| Heavy Equipment | 1.7% |
| Engineering | 1.5% |
ChatGPT Conversion Rates: Most vs. Least Improved
The study also compared each industry’s ChatGPT conversion rate with its overall average conversion rate. The table below shows the five industries with the largest and smallest differences.
| Industry | Overall Conversion Rate | Average ChatGPT Conversion Rate |
| Hotels & Resorts | 3.4% | 7.2% (+3.8%) |
| Higher Education & College | 2.9% | 5.1% (+2.2%) |
| Entertainment | 3.0% | 4.9% (+1.9%) |
| Manufacturing | 2.2% | 3.9% (+1.7%) |
| Legal Services | 4.0% | 5.4% (+1.4%) |
| Luxury Goods | 1.5% | 2.0% (+0.5%) |
| Biotech | 1.9% | 2.2% (+0.3%) |
| Engineering | 1.3% | 1.5% (+0.2%) |
| Heavy Equipment | 1.6% | 1.7% (+0.1%) |
| Financial Services | 1.7% | 1.8% (+0.1%) |
Key Findings
- ChatGPT referrals convert at higher rates than other marketing channels across every industry in the dataset.
- Conversational AI pre-qualifies leads more effectively than keyword-based targeting, as users arrive with articulated, specific, detailed needs in natural language rather than broad search terms.
- Industries where buyers conduct extensive pre-purchase research, like hotels & resorts, higher education, entertainment, manufacturing, and legal services, show the largest conversion gains from ChatGPT. Industries with more institutionalized or relationship-driven sales processes, including engineering, heavy equipment, and financial services, show the smallest gains, though ChatGPT conversion rates remain higher than other marketing channels across all industries.
As ChatGPT usage grows and the platform expands its paid advertising capabilities, this conversion advantage over traditional search is likely to increase further.
If you’d like to request a PDF copy of this report or learn more about our GEO services, you can reach out here.
