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.

3,528,227
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 3,528,227 Tech & SaaS Brands

AI-Ready8-10
<1%
15,830
Getting There6-7
24%
856,412
Needs Work4-5
61%
2,141,077
Not Discoverable0-3
15%
514,908

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

3,528,227 brands scored - page 30632 of 35,283

S

Sam Lader

3/10
L

Lamington

3/10
J

Josh Lane · Code that I felt like sharing

3/10
L

Lappy

3/10
L

Lamassu

3/10
L

LibJWT: Welcome to LibJWT

3/10
L

Linkvite

3/10
L

LittleLink Button Builder

3/10
W

Webservices

3/10
S

SocialConnect

3/10
F

Felis

3/10
Q

Qserv

3/10
S

SQR

3/10
S

SQR

3/10
B

blog.lukach.io

3/10
L

LUMIGEN — AI Video & Image Generation Platform

3/10
A

AI

3/10
M

Marwan

3/10
M

MATL Online

3/10
M

Matt Bailey

3/10
M

mechat.io chat server

3/10
M

Meme Network

3/10
M

Melvin Prince

3/10
M

MeShell

3/10
M

MFT Labs

3/10
M

MiaowWare

3/10
M

MH Studio

3/10
M

mike

3/10
M

Miffy Chen ::: Software Engineer

3/10
N

NEXT

3/10
N

networky

3/10
N

NeuralStorm

3/10
N

Neuston

3/10
N

Newgrounds.io

3/10
*

*nullptr labs :: Software e Tecnologia

3/10
D

Documentation

3/10
J

Joe Nyland

3/10
N

NanoMD

3/10
P

Piχtorio

3/10
S

static.premai.io

3/10
P

Promitor Changelog

3/10
Q

Qing Gu

3/10
R

rakaia

3/10
R

Ralms.IO

3/10
N

Nightlight Astrology

3/10
A

Anicet

3/10
R

ReactiveSearch API

3/10
A

abcvoting — abcvoting documentation

3/10
A

abstract

3/10
W

Welcome to ACME Toolkit’s documentation! — ACME Toolkit documentation

3/10
A

AdaNet documentation — adanet 0.9.0 documentation

3/10
W

Welcome to rasterio/affine’s documentation! — rasterio/affine development documentation

3/10
A

abracadabra: Sound recognition in Python — abracadabra documentation

3/10
A

Agile Data Documentation — Agile Data 1.2

3/10
W

Welcome to the AGLOW documentation! — AGLOW 0.0.9 documentation

3/10
W

Welcome to the documentation of AgentLego! — AgentLego 0.2.0 documentation

3/10
O

Overview — aiida

3/10
W

Welcome to AIMBAT’s documentation! — Pysmo 0.1.dev77+g5d3418f documentation

3/10
W

Welcome to aint framework’s documentation! — aint framework 1.0prototype documentation

3/10
W

Welcome to AIODATA — aiodata documentation

3/10
W

Welcome to aiohttp_validate’s documentation! — aiohttp_validate 1.0.0 documentation

3/10
W

Welcome to altair_recipes’s documentation! — altair_recipes __version__ = '0.9.0' documentation

3/10
A

APIJSON Documentation — APIJSON Docs 1.0.0 documentation

3/10
W

Welcome to APReL’s documentation! — APReL 1.0.0 documentation

3/10
W

Welcome to Annif’s API documentation! — annif

3/10
W

Welcome to APRILE’s documentation! — APRILE documentation

3/10
A

Antares Web Documentation

3/10
A

Arca’s documentation! — Arca 0.3.3 documentation

3/10
A

ASDF — ASDF Definition 1.0.2 documentation

3/10
A

AthenaCLI — AthenaCLI documentation

3/10
W

Welcome to Auto

3/10
A

attrs_strict documentation — 0.0.5.dev2+gc4c9df8 documentation

3/10
W

Welcome to AutoSA’s documentation! — AutoSA 0.01 documentation

3/10
A

Agile UI Documentation — Agile UI documentation

3/10
F

For ROS — Aztarna 1.0 documentation

3/10
W

Welcome to the BackwardCompatibilityML project’s documentation! — BackwardCompatibilityML 1.4.2 documentation

3/10
B

Balloon Learning Environment — Balloon Learning Environment documentation

3/10
B

Bana’s Documentation — bana 0.1.0 documentation

3/10
W

Welcome to the Eclipse BaSyx Python SDK’s documentation! — Eclipse BaSyx Python SDK 1.0.0 documentation

3/10
W

Welcome to BasicSR’s documentation! — BasicSR documentation

3/10
B

BaSyx Wiki — Eclipse BaSyx™

3/10
R

releng-tool

3/10
C

ComputerLanguage.com

3/10
R

rhdhorchestrator

3/10
R

Right Track Docs

3/10
I

IOStreams: Input and Output streaming for Ruby

3/10
R

Ronak

3/10
R

Rootstock RPC API

3/10
R

Rushi Vishavadia

3/10
R

Richard Zhao

3/10
S

Sam Jing Wen

3/10
S

Sanket Gupte

3/10
N

Nich Secord

3/10
S

shimoku

3/10
S

Silvestre △ Software Developer

3/10
S

Spack Build Cache

3/10
S

Spyros Ioakeimidis

3/10
S

Status.io API Docs

3/10
A

AlgoJect Inc Status

3/10
S

stenson

3/10
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Score your tech & saas brand free

Want to improve your AI visibility score?

Read: AEO guide for Tech & SaaS brands →

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.

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