AI Scores / Tech & SaaS

Tech & SaaS AI Scores
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AI Visibility Scores for Tech and SaaS Brands

B2B buyers ask AI engines for software recommendations every day. The SaaS brands that show up have schema markup, entity clarity, and AI-accessible documentation. See how tech companies score on AI visibility.

3,547,117
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,547,117 Tech & SaaS Brands

AI-Ready8-10
<1%
15,891
Getting There6-7
24%
864,234
Needs Work4-5
61%
2,151,002
Not Discoverable0-3
15%
515,990

Only <1% of tech & saas brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

3,547,117 brands scored - page 20495 of 35,472

L

Learn

4/10
T

Thunderbolt Labs

4/10
M

mupf.dev

4/10
D

Debug Edge

4/10
D

Davide Torielli

4/10
B

Ben Hoad's Personal Blog

4/10
B

Ben's front door page

4/10
P

Portal Martin Capitanio

4/10
W

What is Pony ORM? โ€” Pony ORM documentation

4/10
R

Robot Motor Intelligence (RoMI) Lab

4/10
G

GitHub

4/10
L

Levent Unal, CISSP

4/10
R

Redirectingโ€ฆ

4/10
M

Mastering Markdown

4/10
B

below average

4/10
L

LeanCloud

4/10
V

VERSE Lab

4/10
C

ccplot: CloudSat and CALIPSO plotting tool

4/10
F

Fred Posner

4/10
N

Nick Patrick

4/10
C

Climate Indices in Python โ€” climate_indices 2.0.1 documentation

4/10
H

Herbie: Download Weather Forecast Model Data in Python โ€” Herbie 2026.3.0 documentation

4/10
S

Sarah Johnson

4/10
ใ—

ใ—ใ„ใ—ใ›ใญใฃใจ (ไปฎ)

4/10
W

WelcomeDownload

4/10
H

Home

4/10
R

RetroGameDev โ€” Bring Your Retro Game Ideas to Life

4/10
P

PyVmMonitor by brainwy

4/10
A

adamwolf.org

4/10
A

Azure BI

4/10
P

Plausible Labs

4/10
F

Freematics

4/10
G

GPy - A Gaussian Process (GP) framework in Python โ€” GPy __version__ = "1.12.0" documentation

4/10
M

MacBlog

4/10
B

Blue DotsBlue Dots

4/10
H

Hierosoft LLC

4/10
L

La Hora Maker

4/10
Y

Your Name / Site Title

4/10
M

Musculoskeletal Atlas Project (MAP) Client Documentation

4/10
C

chaiNNer

4/10
D

DOC

4/10
W

Welcome to ZAPโ€™s documentation! โ€” zap 2.2.dev6+g974231e documentation

4/10
R

Roice Nelson

4/10
J

Jeremy Fairbank Blog

4/10
F

FOSSLight

4/10
J

Jim Roepcke

4/10
S

sontek.net

4/10
D

da

4/10
I

Introduction

4/10
R

roblox

4/10
J

John Watson: Freelance full stack Developer

4/10
B

Base2Tone

4/10
J

James O'Cull

4/10
N

Nikos Papadopoulos

4/10
H

Hosted open source business software

4/10
A

About

4/10
S

smj.im

4/10
H

howvideo

4/10
X

XGrammar

4/10
P

PufferPanel

4/10
C

Commonplace Robotics

4/10
F

Free60.org Wiki

4/10
D

DynamicReports

4/10
H

Home

4/10
R

Route4Me

4/10
H

Home

4/10
D

Developer Room

4/10
H

HOME

4/10
C

Chris Dornan

4/10
G

Gaffer

4/10
S

Stephen Mann is a philosopher

4/10
G

GNOme

4/10
O

ODAMEX

4/10
M

Modest Labs ยท software, built with intent.

4/10
ํ™ˆ

ํ™ˆ โ‡  ์‚ฌ์ƒ‰์†ก์–ด

4/10
G

GitHub Contributions Chart Generator

4/10
S

Starstone Software and Imaging

4/10
H

Home

4/10
T

The PISCES Community

4/10
S

Spiritual Pragmatism

4/10
L

Login | Dosu

4/10
S

shiren the creator

4/10
๋ด„

๋ด„๋ณ„ (Haruboshi/ใฏใ‚‹ใผใ—)

4/10
H

Haruna

4/10
G

Gyun's ๊ฐœ๋ฐœ์ผ์ง€

4/10
H

Hyperion documentation ยท Hyperion documentationGithubDiscordSupportGithubDiscordSupportEffectsJSONforumGithub

4/10
B

Boost Your Business Operations with Us

4/10
ํ”„

ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์š”๋žŒ์—์„œ ๋ฌด๋ค๊นŒ์ง€

4/10
์—„

์—„๋ฒ”

4/10
C

ClearlyDefined Docs

4/10
P

PhosphorJS

4/10
M

Michael Lipp

4/10
N

Nuxt Firebase

4/10
์ƒˆ

์ƒˆ๋กœ์šด ๊ฐ€์น˜์˜ ์‹œ์ž‘, IT์ปค๋ฎค๋‹ˆํ‹ฐ Prography

4/10
M

Manuel Meurer

4/10
๋””

๋””ํ”„๋งŒ

4/10
M

Muntazir Fadhel

4/10
C

COAST Lab research, development, education, and outreach

4/10
T

TrueWidget

4/10
N

Numato Opsis : Numato Opsis Developer Manual

4/10
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Score your tech & saas brand free

Want to improve your AI visibility score?

Read: AEO guide for Tech & SaaS brands โ†’

What an AEO score of 4.7/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.7/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in tech & saas

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your tech & saas AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

Tech & SaaS AI visibility by city

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๐Ÿ›๏ธ Ecommerce & Retail๐Ÿฝ๏ธ Food & Beverage๐Ÿ’ช Health & Wellness๐Ÿ’… Beauty๐Ÿ‘— Fashion & Apparel๐Ÿ’ฐ Finance & FintechAll brands โ†’