MemetikEdition 2026-09

ResearchEdition 2026-09

The startup stack according to AI: Gusto, HubSpot, Stripe, Clerk, Supabase, Vercel, Resend, Apollo, Amplitude, Fathom

Ten models were asked which payroll, CRM, billing, auth, database, hosting, email, outbound, analytics and meeting-notes tools a startup should use. Ten categories, ten leaders, and Amplitude leads analytics on mentions while PostHog leads on recommendation.

Figure 01 · Edition 2026-09

Payroll for startups

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Gusto
    Named: 100%
    Named first: 86%
  2. Rippling
    Named: 98%
    Named first: 8%
  3. Deel
    Named: 84%
    Named first: 6%
  4. Justworks
    Named: 62%
    Named first: 0%
  5. QuickBooks Payroll
    Named: 56%
    Named first: 0%
  6. OnPay
    Named: 52%
    Named first: 0%
  7. Patriot Payroll
    Named: 26%
    Named first: 0%
  8. ADP
    Named: 22%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Key findings

  1. Gusto: 100% of payroll answers, first in 86%. Rippling was named in 98% and first in 8%. Deel 84% and 6%.

  2. HubSpot and Pipedrive were both named in every CRM answer; HubSpot was first in 64%, Pipedrive 16%. Attio was named in 68% and first in 4%; Salesforce in 62% and first in 2%.

  3. Amplitude and Mixpanel were named in 100% of analytics answers and first in 30% and 22%. PostHog was named in 96% and first in 48%, the most of any analytics vendor.

  4. Clerk leads auth at 98% and 58% first. Auth0 was named in 94% and first in 8%. Supabase Auth in 74% and first in none.

  5. Resend leads transactional email at 100% and 56% first over Postmark (94%, 30%), Amazon SES (96%, 4%), SendGrid (86%, 2%) and Mailgun (78%, 0%).

Ten categories that make up a startup’s operating stack, and the models name a clear default in nine. Gusto, HubSpot, Stripe Billing, Clerk, Supabase, Vercel, Resend, Apollo and Fathom each lead on answer share and named-first. Product analytics is the exception: Amplitude is mentioned most and PostHog is recommended most.

Payroll

Gusto 100% share, 86% first. Rippling 98% and 8%. Deel 84% and 6%. Justworks 62%. QuickBooks Payroll 56%. OnPay 52%. All ten models agree. Gusto’s own site was the top cited vendor domain at 105 citations. Paycor and Papaya Global were never named.

CRM

HubSpot 100% and 64%. Pipedrive 100% and 16%. Attio 68% and 4%. Salesforce 62% and 2%. Close 58% and 2%. Zoho CRM 54% and 8%. Attio’s own site was the most cited vendor domain at 39 citations, above HubSpot’s 25. Salesforce is named in 31 of 50 startup CRM answers and recommended in one. Insightly was never named.

Subscription billing

Stripe Billing 100% and 72%. Chargebee 76% and 4%. Paddle 70% and 22%. Lago 58% and 0%. Metronome 48%. Recurly 44% and 0%. Paddle’s merchant-of-record positioning earns it the second most firsts. Kill Bill was never named.

Authentication

Clerk 98% and 58%. Auth0 94% and 8%. WorkOS 80% and 18%. Supabase Auth 74% and 0%. Firebase Auth 42%. AuthKit 36%. Kinde’s own site was the top cited source in the category at 99 citations, ahead of Clerk’s 31; Kinde was named in a minority of answers. All ten models most-named Clerk.

Databases

Supabase 98% and 52%. AWS RDS 92% and 24%. Neon 90% and 22%. Google Cloud SQL 66% and 0%. PlanetScale 64% and 0%. MongoDB 64% and 0%. GPT-5.6 Terra alone most-named AWS RDS; the other nine most-named Supabase. Northflank’s own site was the top cited source at 96 citations. Convex was never named.

App hosting

Vercel 92% and 62%. AWS 84% and 0%. Render 82% and 16%. Cloudflare 68% and 0%. Railway 66% and 4%. Google Cloud 60% and 2%. AWS is named in 42 answers and recommended in none, the largest single mention-to-pick gap in the stack. Claude Sonnet 5 alone most-named AWS. Reddit was the top cited source.

Transactional email

Resend 100% and 56%. Amazon SES 96% and 4%. Postmark 94% and 30%. SendGrid 86% and 2%. Mailgun 78% and 0%. Mailtrap 52% and 8%, with its own site the top cited source at 193 citations. All ten models most-named Resend. SendGrid, the long-time default, is on 43 lists and opens one. Customer.io and Courier were never named.

AI outbound and prospecting

Apollo 100% and 64%. Clay 88% and 14%. Instantly 82% and 2%. Smartlead 78% and 2%. Artisan 68% and 6%. ZoomInfo 32% and 2%. Twenty vendors named, the joint-most in the Index, and one default. Clay is the pick in 7 of 50 as the data-enrichment layer.

Product analytics

Vendor Answer share Named first
Amplitude 100% 30%
Mixpanel 100% 22%
PostHog 96% 48%
Heap 62% 0%
Pendo 54% 0%
FullStory 30% 0%

The models list Amplitude and Mixpanel every time and recommend PostHog most often. Open source, self-hosting and the free tier are the reasons given. Amplitude’s own site was the top cited source at 82 citations. Plausible, Statsig and Umami were never named.

AI meeting notetakers

Fathom 96% and 16%. Fireflies 94% and 8%. Granola 78% and 38%. Zoom 62% and 6%. Microsoft Copilot 60% and 2%. Otter 54% and 4%. Nineteen vendors named. Granola, the newest of the top three, has the most firsts; Fathom the most mentions. Wispr was never named.

What the field shows

The startup stack is where the models are most decisive: eight of ten categories have a leader first in 50% or more. The exceptions are analytics and meeting notes, where the most-mentioned incumbent (Amplitude, Fathom) and the most-recommended challenger (PostHog, Granola) are different products. The big-cloud options (AWS, Google Cloud SQL, Amazon SES) are on most lists and recommended almost never; the models treat them as the safe mention, not the pick.

What this means for a vendor

In the stack categories the models have a default and name it in the first sentence. A challenger’s opening is the reason the default gets replaced (PostHog’s open source, Granola’s local-first, Paddle’s merchant of record), stated in the sources the models cite for that category, which in the stack are documentation, comparison pages and Reddit.

Limitations

Fifty answers per category, ten models. Prompts assume a US-centric early-stage startup; payroll and billing answers would differ for other markets. One edition.

Explore 9 more category charts

Figure 02 · Edition 2026-09

CRM for startups

How often each product was named, and how often it appeared first.

NamedNamed first
  1. HubSpot
    Named: 100%
    Named first: 64%
  2. Pipedrive
    Named: 100%
    Named first: 16%
  3. Attio
    Named: 68%
    Named first: 4%
  4. Salesforce
    Named: 62%
    Named first: 2%
  5. Close
    Named: 58%
    Named first: 2%
  6. Zoho CRM
    Named: 54%
    Named first: 8%
  7. Notion
    Named: 30%
    Named first: 2%
  8. Folk
    Named: 26%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 03 · Edition 2026-09

Subscription billing

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Stripe Billing
    Named: 100%
    Named first: 72%
  2. Chargebee
    Named: 76%
    Named first: 4%
  3. Paddle
    Named: 70%
    Named first: 22%
  4. Lago
    Named: 58%
    Named first: 0%
  5. Metronome
    Named: 48%
    Named first: 2%
  6. Recurly
    Named: 44%
    Named first: 0%
  7. Orb
    Named: 38%
    Named first: 0%
  8. Maxio
    Named: 38%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 04 · Edition 2026-09

Authentication for developers

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Clerk
    Named: 98%
    Named first: 58%
  2. Auth0
    Named: 94%
    Named first: 8%
  3. WorkOS
    Named: 80%
    Named first: 18%
  4. Supabase Auth
    Named: 74%
    Named first: 0%
  5. Firebase Auth
    Named: 42%
    Named first: 2%
  6. AuthKit
    Named: 36%
    Named first: 0%
  7. Kinde
    Named: 34%
    Named first: 8%
  8. PropelAuth
    Named: 30%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 05 · Edition 2026-09

Databases for startups

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Supabase
    Named: 98%
    Named first: 52%
  2. AWS RDS
    Named: 92%
    Named first: 24%
  3. Neon
    Named: 90%
    Named first: 22%
  4. Google Cloud SQL
    Named: 66%
    Named first: 0%
  5. PlanetScale
    Named: 64%
    Named first: 0%
  6. MongoDB
    Named: 64%
    Named first: 0%
  7. Turso
    Named: 32%
    Named first: 0%
  8. Firebase
    Named: 24%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 06 · Edition 2026-09

App hosting for startups

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Vercel
    Named: 92%
    Named first: 62%
  2. AWS
    Named: 84%
    Named first: 0%
  3. Render
    Named: 82%
    Named first: 16%
  4. Cloudflare
    Named: 68%
    Named first: 0%
  5. Railway
    Named: 66%
    Named first: 4%
  6. Google Cloud
    Named: 60%
    Named first: 2%
  7. Fly.io
    Named: 56%
    Named first: 0%
  8. DigitalOcean
    Named: 56%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 07 · Edition 2026-09

Transactional email

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Resend
    Named: 100%
    Named first: 56%
  2. Amazon SES
    Named: 96%
    Named first: 4%
  3. Postmark
    Named: 94%
    Named first: 30%
  4. SendGrid
    Named: 86%
    Named first: 2%
  5. Mailgun
    Named: 78%
    Named first: 0%
  6. Mailtrap
    Named: 52%
    Named first: 8%
  7. Brevo
    Named: 26%
    Named first: 0%
  8. Loops
    Named: 10%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 08 · Edition 2026-09

AI outbound and prospecting

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Apollo
    Named: 100%
    Named first: 64%
  2. Clay
    Named: 88%
    Named first: 14%
  3. Instantly
    Named: 82%
    Named first: 2%
  4. Smartlead
    Named: 78%
    Named first: 2%
  5. Artisan
    Named: 68%
    Named first: 6%
  6. ZoomInfo
    Named: 32%
    Named first: 2%
  7. AiSDR
    Named: 30%
    Named first: 0%
  8. Outreach
    Named: 28%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 09 · Edition 2026-09

Product analytics

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Amplitude
    Named: 100%
    Named first: 30%
  2. Mixpanel
    Named: 100%
    Named first: 22%
  3. PostHog
    Named: 96%
    Named first: 48%
  4. Heap
    Named: 62%
    Named first: 0%
  5. Pendo
    Named: 54%
    Named first: 0%
  6. FullStory
    Named: 30%
    Named first: 0%
  7. Google Analytics
    Named: 22%
    Named first: 0%
  8. LogRocket
    Named: 20%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Figure 10 · Edition 2026-09

AI meeting notetakers

How often each product was named, and how often it appeared first.

NamedNamed first
  1. Fathom
    Named: 96%
    Named first: 16%
  2. Fireflies
    Named: 94%
    Named first: 8%
  3. Granola
    Named: 78%
    Named first: 38%
  4. Zoom
    Named: 62%
    Named first: 6%
  5. Microsoft Copilot
    Named: 60%
    Named first: 2%
  6. Otter
    Named: 54%
    Named first: 4%
  7. Notion
    Named: 50%
    Named first: 0%
  8. Google Meet
    Named: 34%
    Named first: 0%

Top 8 by answer share · 50 answers
10 models · 5 prompts · Memetik Index, 2026-09

Download source data

Shares use all 50 answers as the denominator. Multiple products can appear in one answer. First position does not measure recommendation strength.

Behind the figures

Method and sources

Edition 2026-09: 5 fixed buyer prompts per category, sent to 10 models through their APIs. Each category contains 50 recorded answers. Answer share is the fraction of answers naming a vendor. Named first records the vendor's position before other tracked vendors, not the strength of a recommendation. This is one dated sample; small differences can reflect answer variation. API responses can differ from consumer chat products. Read the full method.

Cite this research

Memetik. The startup stack according to AI: Gusto, HubSpot, Stripe, Clerk, Supabase, Vercel, Resend, Apollo, Amplitude, Fathom. Memetik, 2 September 2026. Data: edition 2026-09. https://www.memetik.ai/research/startup-stack-according-to-ai

Charts and figures: CC BY 4.0. Credit Memetik Index and link to the source.

Memetik

Memetik measures which software products AI models name when buyers ask. Its research reports connect the findings to the recorded answers.