What are the top Product discovery & strategy tools in 2026?
Asked "What are the top Product discovery & strategy tools in 2026?", ChatGPT, Copilot, Gemini, Google AI Mode and Perplexity named 42 distinct tools across 15 answers on September 7, 2026, and 27 of them in two or more answers, and all 5 engines agreed on Productboard, the only tool every engine named.
Measured acrossChatGPTCopilotGeminiGoogle AI ModePerplexity
27 of 42 names confirmed · named in 2 or more of 15 answers · asked September 7, 2026 · 5 engines
The top product discovery and strategy tools in 2026 include Productboard, Aha!, Dovetail, Maze, Jira Product Discovery, Enterpret, Miro, Canny, Pendo, and Amplitude, which offer a range of features such as customer feedback analysis, prioritization, roadmapping, and AI-driven insights.
- 1Productboardnamed in 15 of 15 answers
'%3e%3c/path%3e%3cpath%20d='M20.616%2010.835a14.147%2014.147%200%2001-4.45-3.001%2014.111%2014.111%200%2001-3.678-6.452.503.503%200%2000-.975%200%2014.134%2014.134%200%2001-3.679%206.452%2014.155%2014.155%200%2001-4.45%203.001c-.65.28-1.318.505-2.002.678a.502.502%200%20000%20.975c.684.172%201.35.397%202.002.677a14.147%2014.147%200%20014.45%203.001%2014.112%2014.112%200%20013.679%206.453.502.502%200%2000.975%200c.172-.685.397-1.351.677-2.003a14.145%2014.145%200%20013.001-4.45%2014.113%2014.113%200%20016.453-3.678.503.503%200%20000-.975%2013.245%2013.245%200%2001-2.003-.678z'%20fill='url(%23lobe-icons-gemini-1-_R_0_)'%3e%3c/path%3e%3cpath%20d='M20.616%2010.835a14.147%2014.147%200%2001-4.45-3.001%2014.111%2014.111%200%2001-3.678-6.452.503.503%200%2000-.975%200%2014.134%2014.134%200%2001-3.679%206.452%2014.155%2014.155%200%2001-4.45%203.001c-.65.28-1.318.505-2.002.678a.502.502%200%20000%20.975c.684.172%201.35.397%202.002.677a14.147%2014.147%200%20014.45%203.001%2014.112%2014.112%200%20013.679%206.453.502.502%200%2000.975%200c.172-.685.397-1.351.677-2.003a14.145%2014.145%200%20013.001-4.45%2014.113%2014.113%200%20016.453-3.678.503.503%200%20000-.975%2013.245%2013.245%200%2001-2.003-.678z'%20fill='url(%23lobe-icons-gemini-2-_R_0_)'%3e%3c/path%3e%3cdefs%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-0-_R_0_'%20x1='7'%20x2='11'%20y1='15.5'%20y2='12'%3e%3cstop%20stop-color='%2308B962'%3e%3c/stop%3e%3cstop%20offset='1'%20stop-color='%2308B962'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-1-_R_0_'%20x1='8'%20x2='11.5'%20y1='5.5'%20y2='11'%3e%3cstop%20stop-color='%23F94543'%3e%3c/stop%3e%3cstop%20offset='1'%20stop-color='%23F94543'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20gradientUnits='userSpaceOnUse'%20id='lobe-icons-gemini-2-_R_0_'%20x1='3.5'%20x2='17.5'%20y1='13.5'%20y2='12'%3e%3cstop%20stop-color='%23FABC12'%3e%3c/stop%3e%3cstop%20offset='.46'%20stop-color='%23FABC12'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3c/defs%3e%3c/svg%3e)
'%20transform='translate(0%201)'%3e%3c/path%3e%3cpath%20d='M6.726%2020.16A2.528%202.528%200%20009.152%2022h1.566c1.37%200%202.49-1.1%202.525-2.48l.17-6.69-.357%201.228a2.528%202.528%200%2001-2.423%201.83h-4.32l-1.54-.842-1.667.843h.497c1.124%200%202.113.75%202.426%201.84l.697%202.432z'%20fill='url(%23lobe-icons-copilot-1-_R_0_)'%20transform='translate(0%201)'%3e%3c/path%3e%3cpath%20d='M15%200H6.252c-2.5%200-4%203.331-5%206.662-1.184%203.947-2.734%209.225%201.75%209.225H6.78c1.13%200%202.12-.753%202.43-1.847.657-2.317%201.809-6.359%202.713-9.436.46-1.563.842-2.906%201.43-3.742A1.97%201.97%200%200115%200'%20fill='url(%23lobe-icons-copilot-2-_R_0_)'%20transform='translate(0%201)'%3e%3c/path%3e%3cpath%20d='M15%200H6.252c-2.5%200-4%203.331-5%206.662-1.184%203.947-2.734%209.225%201.75%209.225H6.78c1.13%200%202.12-.753%202.43-1.847.657-2.317%201.809-6.359%202.713-9.436.46-1.563.842-2.906%201.43-3.742A1.97%201.97%200%200115%200'%20fill='url(%23lobe-icons-copilot-3-_R_0_)'%20transform='translate(0%201)'%3e%3c/path%3e%3cpath%20d='M9%2022h8.749c2.5%200%204-3.332%205-6.663%201.184-3.948%202.734-9.227-1.75-9.227H17.22c-1.129%200-2.12.754-2.43%201.848a1149.2%201149.2%200%2001-2.713%209.437c-.46%201.564-.842%202.907-1.43%203.743A1.97%201.97%200%20019%2022'%20fill='url(%23lobe-icons-copilot-4-_R_0_)'%20transform='translate(0%201)'%3e%3c/path%3e%3cpath%20d='M9%2022h8.749c2.5%200%204-3.332%205-6.663%201.184-3.948%202.734-9.227-1.75-9.227H17.22c-1.129%200-2.12.754-2.43%201.848a1149.2%201149.2%200%2001-2.713%209.437c-.46%201.564-.842%202.907-1.43%203.743A1.97%201.97%200%20019%2022'%20fill='url(%23lobe-icons-copilot-5-_R_0_)'%20transform='translate(0%201)'%3e%3c/path%3e%3cdefs%3e%3cradialGradient%20cx='85.44%25'%20cy='100.653%25'%20fx='85.44%25'%20fy='100.653%25'%20gradientTransform='scale(-.8553%20-1)%20rotate(50.927%202.041%20-1.946)'%20id='lobe-icons-copilot-0-_R_0_'%20r='105.116%25'%3e%3cstop%20offset='9.6%25'%20stop-color='%2300AEFF'%3e%3c/stop%3e%3cstop%20offset='77.3%25'%20stop-color='%232253CE'%3e%3c/stop%3e%3cstop%20offset='100%25'%20stop-color='%230736C4'%3e%3c/stop%3e%3c/radialGradient%3e%3cradialGradient%20cx='18.143%25'%20cy='32.928%25'%20fx='18.143%25'%20fy='32.928%25'%20gradientTransform='scale(.8897%201)%20rotate(52.069%20.193%20.352)'%20id='lobe-icons-copilot-1-_R_0_'%20r='95.612%25'%3e%3cstop%20offset='0%25'%20stop-color='%23FFB657'%3e%3c/stop%3e%3cstop%20offset='63.4%25'%20stop-color='%23FF5F3D'%3e%3c/stop%3e%3cstop%20offset='92.3%25'%20stop-color='%23C02B3C'%3e%3c/stop%3e%3c/radialGradient%3e%3cradialGradient%20cx='82.987%25'%20cy='-9.792%25'%20fx='82.987%25'%20fy='-9.792%25'%20gradientTransform='scale(-1%20-.9441)%20rotate(-70.872%20.142%201.17)'%20id='lobe-icons-copilot-4-_R_0_'%20r='140.622%25'%3e%3cstop%20offset='6.6%25'%20stop-color='%238C48FF'%3e%3c/stop%3e%3cstop%20offset='50%25'%20stop-color='%23F2598A'%3e%3c/stop%3e%3cstop%20offset='89.6%25'%20stop-color='%23FFB152'%3e%3c/stop%3e%3c/radialGradient%3e%3clinearGradient%20id='lobe-icons-copilot-2-_R_0_'%20x1='39.465%25'%20x2='46.884%25'%20y1='12.117%25'%20y2='103.774%25'%3e%3cstop%20offset='15.6%25'%20stop-color='%230D91E1'%3e%3c/stop%3e%3cstop%20offset='48.7%25'%20stop-color='%2352B471'%3e%3c/stop%3e%3cstop%20offset='65.2%25'%20stop-color='%2398BD42'%3e%3c/stop%3e%3cstop%20offset='93.7%25'%20stop-color='%23FFC800'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20id='lobe-icons-copilot-3-_R_0_'%20x1='45.949%25'%20x2='50%25'%20y1='0%25'%20y2='100%25'%3e%3cstop%20offset='0%25'%20stop-color='%233DCBFF'%3e%3c/stop%3e%3cstop%20offset='24.7%25'%20stop-color='%230588F7'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3clinearGradient%20id='lobe-icons-copilot-5-_R_0_'%20x1='83.507%25'%20x2='83.453%25'%20y1='-6.106%25'%20y2='21.131%25'%3e%3cstop%20offset='5.8%25'%20stop-color='%23F8ADFA'%3e%3c/stop%3e%3cstop%20offset='70.8%25'%20stop-color='%23A86EDD'%20stop-opacity='0'%3e%3c/stop%3e%3c/linearGradient%3e%3c/defs%3e%3c/svg%3e)
- 2Aha!named in 12 of 15 answers
- 3Jira Product Discoverynamed in 11 of 15 answers
- 4Mironamed in 10 of 15 answers
- 5Dovetailnamed in 9 of 15 answers
- 6UserTestingnamed in 9 of 15 answers
- 7Kojinamed in 8 of 15 answers
- 8Notionnamed in 7 of 15 answers
- 9Mazenamed in 6 of 15 answers
- 10Cannynamed in 6 of 15 answers
- 11Figmanamed in 6 of 15 answers
- 12Amplitudenamed in 5 of 15 answers
- 13airfocusnamed in 4 of 15 answers
- 14Hotjarnamed in 4 of 15 answers
- 15Aha! Ideasnamed in 3 of 15 answers
- 16Enterpretnamed in 3 of 15 answers
- 17Contentsquarenamed in 3 of 15 answers
- 18Fullstorynamed in 3 of 15 answers
- 19Figjamnamed in 3 of 15 answers
- 20Pendonamed in 3 of 15 answers
- 21SimilarWebnamed in 3 of 15 answers
- 22Semrushnamed in 3 of 15 answers
- 23Perspective AInamed in 2 of 15 answers
- 24Mixpanelnamed in 2 of 15 answers
- 25Storyflownamed in 2 of 15 answers
LOCKED
The full measurement
- The position each of the 5 engines gave all 42 names.
- How many of the 15 answers named each of them.
- 165 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.