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.

626,588
Brands Scored
4.4/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 626,588 Tech & SaaS Brands

AI-Ready8-10
<1%
3,012
Getting There6-7
13%
83,001
Needs Work4-5
67%
420,599
Not Discoverable0-3
19%
119,976

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

626,588 brands scored - page 6047 of 6,266

I

itch.io

3/10
D

Dashboard

3/10
K

Kendraio App

3/10
L

LiveKit Meet

3/10
O

Open Source CMS Suite for Magento 2

3/10
M

Marmara ExplorerMarmara Explorer

3/10
M

mmorejon

3/10
S

Static

3/10
J

Join the Moov Community Slack

3/10
M

Mojaloop Documentation

3/10
M

mxxn

3/10
N

Neow3j Project

3/10
I

Introduction · NoBrainer

3/10
W

Welcome to AxonDeepSeg ! — AxonDeepSeg 5.5.0 documentation

3/10
D

Documentation — gee

3/10
O

Overview — bitstring 4.3 documentation

3/10
W

Welcome to Bob’s documentation! — Bob 1.3.dev999+unknown documentation

3/10
C

Caravel User Project — CIIC Harness documentation

3/10
C

CARTA

3/10
C

ChainerMN — ChainerMN latest documentation

3/10
W

Welcome to certbot

3/10
W

Welcome to certbot

3/10
D

DCS

3/10
C

Crypt4GH utility — GA4GH crypt4gh

3/10
W

Welcome to CommCare HQ’s documentation! — CommCareHQ 1.0 documentation

3/10
W

Welcome to EnvPool! — EnvPool 1.2.5 documentation

3/10
W

Welcome to the Exomiser documentation! — exomiser 15.0.0 documentation

3/10
E

EH Forwarder Bot — EH Forwarder Bot 2.1.1 documentation

3/10
C

Contents — django

3/10
F

FloPy — FloPy 3.10.0 documentation

3/10
W

Welcome to FORD’s documentation! — FORD 7.0.13 documentation

3/10
H

Home

3/10
I

INDRA documentation — INDRA 1.22.0 documentation

3/10
K

Karate Club Documentation — karateclub documentation

3/10
W

Welcome to Kubernetes Operational View’s documentation! — Kubernetes Operational View 0.1 documentation

3/10
W

Welcome to Lcapy’s documentation! — Lcapy 1.27.dev0 documentation

3/10
W

Welcome to marvin’s documentation! — marvin 0.2.3 documentation

3/10
W

Welcome to MMSegmentation’s documentation! — MMSegmentation 1.2.2 documentation

3/10
W

Welcome to MUSCLE3’s documentation! — muscle3 0.9.1 documentation

3/10
W

Welcome to MMagic’s documentation! — MMagic documentation

3/10
W

Welcome to libCEED’s User Manual! — libCEED 0.12.0 documentation

3/10
W

Welcome to numpy

3/10
N

NequIP documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
N

Noisemaker 1.0 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

3/10
T

The OmniDB Handbook — OmniDB 2.15.0 documentation

3/10
O

Okerr user guide

3/10
B

balde — A microframework for C based on GLib.

3/10
R

Revela

3/10
S

samx18.io

3/10
S

Seamly Patterns Forum

3/10
S

SCPaste

3/10
D

DC Posch

3/10
S

Shlink — Open API spec UI

3/10
N

ntfy Status

3/10
S

storck.io

3/10
S

Stewan Silva

3/10
S

SubVT

3/10
S

Stats

3/10
F

File: README — Documentation by YARD 0.9.44

3/10
T

TensorBase: New Bigdata Warehousing for SMEs

3/10
T

TikHub Douyin/TikTok/Xiaohongshu/Lemon8/Bilibili/Sora2/Kuaishou/Pipixia/Weibo/WeChat/Instagram/YouTube/Twitter/Threads/Reddit/Zhihu/Captcha Solver/Temp Mail API

3/10
T

Terracoin

3/10
T

Trabe

3/10
T

TOKEL Explorer

3/10
T

Treu Technologies, Inc.

3/10
T

Trickest Platform

3/10
J

JavaScript Machine Learning Toolkit Homepage

3/10
W

WebFPGA

3/10
W

Weleakinfo.to

3/10
W

wts

3/10
C

Ciris · Functional Configurations for Scala

3/10
B

bryce.is/writing/code

3/10
V

Vernissage

3/10
T

Tero Hasu

3/10
Y

Ye Joo Park's Blog

3/10
H

Home

3/10
D

djsime1's microblog

3/10
W

WorkSpot.JP

3/10
F

Fernando

3/10
B

bbon Blog

3/10
C

CV

3/10
D

DASLA

3/10
G

Geo Web: Building Augmented, Shared Reality

3/10
Y

Yixuan · 厨娘界元老, 书呆界新人.

3/10
G

GitLab

3/10
N

narze's garden

3/10
Z

zb documentation — zb documentation

3/10
P

PrivacySafe Locker

3/10
T

Tadas Tamošauskas

3/10
W

Welcome · Wanderer

3/10

杨杨得亿

3/10
B

Butter • Trade Every Outcome

3/10
A

Alessandro Conti

3/10
A

andyngo.me

3/10
A

Andytran

3/10
S

Songfang's Homepage

3/10
H

Himbeer's Website

3/10
M

Mastodon hosted on joshdata.me

3/10
B

Blog | Kerminate

3/10
K

Karthik Karanth's apps

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 4.4/10 means for tech & saas brands

The average Tech & SaaS brand we've scored sits at 4.4/10. 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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