Last updated: April 27, 2026
From May 2025 through April 2026, our research team conducted a comprehensive study analyzing ChatGPT conversion rates across industries. We used anonymized client data from 160+ client companies to analyze the percentage of a client company’s ChatGPT referral traffic that went on to take a conversion action, as defined by that client company. Most, but not all, of the companies in our dataset had some investment in generative engine optimization and therefore had above-industry-baseline referral traffic from ChatGPT, but also invested in their ChatGPT-focused conversion funnels. The results of our study are presented below:
ChatGPT Conversion Rates by Industry in 2026
| Industry | Average ChatGPT Conversion Rate |
| Addiction Treatment | 2.9% |
| Apparel & Fashion | 2.8% |
| B2B SaaS | 2.4% |
| Biotech | 2.1% |
| Commercial Insurance | 3.1% |
| Construction | 3.4% |
| eCommerce | 3.0% |
| Engineering | 1.4% |
| Entertainment | 4.7% |
| Environmental Services | 2.0% |
| Financial Services | 1.9% |
| Food & Beverage | 3.4% |
| Healthcare | 4.5% |
| Heavy Equipment | 1.8% |
| Higher Education & College | 4.9% |
| Hotels & Resorts | 7.0% |
| HVAC Services | 3.9% |
| Industrial IoT | 3.9% |
| IT & Managed Services | 2.4% |
| Legal Services | 5.6% |
| Luxury Goods | 1.9% |
| Manufacturing | 3.8% |
| Medical Device | 2.3% |
| Oil & Gas | 3.2% |
| PCB Design & Manufacturing | 2.9% |
| Pest Control | 3.8% |
| Pharmaceutical | 3.2% |
| Real Estate | 2.8% |
| Software Development | 1.8% |
| Solar | 3.5% |
| Staffing & Recruiting | 3.7% |
| Transportation & Logistics | 1.9% |
ChatGPT Conversion Rates: Most vs Least Improved
In our study, we also compared each industry’s ChatGPT conversion rate with its overall average. The table below shows the five industries with the largest and smallest differences between them.
| Industry | Overall Conversion Rate | Average ChatGPT Conversion Rate |
| Hotels & Resorts | 3.6% | 7.0% (+3.4%) |
| Higher Education & College | 2.8% | 4.9% (+2.1%) |
| Entertainment | 2.9% | 4.7% (+1.8%) |
| Legal Services | 3.8% | 5.6% (+1.8%) |
| Manufacturing | 2.1% | 3.8% (+1.7%) |
| Luxury Goods | 1.4% | 1.9% (+0.5%) |
| Biotech | 1.8% | 2.1% (+0.3%) |
| Engineering | 1.2% | 1.4% (+0.2%) |
| Heavy Equipment | 1.7% | 1.8% (+0.1%) |
| Financial Services | 1.8% | 1.9% (+0.1%) |
Key Findings
- Higher Intent Traffic: ChatGPT-influenced traffic consistently converts at higher rates than traditional SEO. This suggests that conversational AI pre-qualifies leads more effectively than keyword-based targeting, as users articulate detailed needs through natural language queries.
- Complexity Impact: Complex industries such as Commercial Insurance and Pharmaceuticals tend to have proportionally higher conversion rates than simpler industries such as eCommerce or Food & Beverage. Particularly high-trust or traditional industries, such as Financial Services and Oil & Gas, see the lowest improvements over traditional search, though ChatGPT conversion rates remain higher across all industries.
- B2B vs. B2C: Primarily, B2C sector industries’ conversion rates tend to show less improvement from traditional SEO than those with primarily B2B companies. This gap suggests ChatGPT’s conversational context particularly benefits complex B2B sales cycles.
Conclusion: Requesting a Copy of This Report
The data presented in this report demonstrates ChatGPT’s significant impact on conversion rates across industries, with affected businesses seeing significant improvement over traditional marketing channels. As ChatGPT adoption improves and as ChatGPT begins rolling out paid ads, we will likely see additional conversion advantages over traditional marketing.
If you’d like to request a PDF copy of this report or learn more about our GEO services, you can reach out here.
