GEO AUDIT  ·  BRAND-ONLY

Saga.

A look at how Saga is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitesaga.xyz
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
7
out of 100. Absent band. Saga is cited in 1 of 39 AI answers. It is absent on Appchain, Layer 1 Blockchain, Blockchain Scalability.
Verified AI Overview citations
1
Saga's brand is cited in 1 of the 39 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 39 of 39 tracked queries.
Citation rate when AI answers
3%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Saga scores 7 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Saga is cited in 1 of 39 AI answers. It is absent on Appchain, Layer 1 Blockchain, Blockchain Scalability.

AI answers fire on 100% of tracked queries, yet Saga is quoted in only 3% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
7
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%3 / 100
  • Inclusion in category answers 25%10 / 100
  • How AI describes the brand 20%17 / 100
  • Topic coverage breadth 20%0 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Appchain

Character AI Agents as a growth channel | Saga - Pioneering Synthetic Relationships Overview Platform Agents About Pioneering Synthetic Relationships Character AI Agents as a growth channel. Saga builds AI agents that turn characters, brandsaga.xyz, 2026

Differentiators it leads with: Appchain, Layer 1 Blockchain, Blockchain Scalability, Rollup As A Service.

What Google's AI says

Limited AI Overview presence

Rarely cited as a source in AI answers.
Appears alongside quicknode.com, alchemy.com, youtube.com.
The core gap
Saga presents as appchain, layer 1 blockchain, blockchain scalability, rollup as a service, web3 gaming blockchain. AI Overviews cite it on few queries and it is absent on Appchain, Layer 1 Blockchain, Blockchain Scalability.
Words AI uses for the brand
none surfaced
The brand's own pillars that AI omits
AppchainLayer 1 BlockchainBlockchain ScalabilityCited source on vendor and comparison queries
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
SagaPartialcomparison
AppchainInvisiblepositioning
Layer 1 BlockchainInvisiblepositioning
Blockchain ScalabilityInvisiblepositioning
Rollup As A ServiceInvisiblepositioning
Web3 Gaming BlockchainInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Saga appears on 0 of 6 themes.

Solution Aware. Owned on few; absent on Appchain, Layer 1 Blockchain, Blockchain Scalability.

Alternatives. 3 themes name the brand without citing it; 35 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
39
100% of tracked queries trigger an AI Overview.
Times brand cited
1
3% citation rate when AI answers.
Total brand mentions
4
Across all observed AI responses.
Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →
Get results like these for Saga → See all case studies
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Saga's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

QuerySaga in the AI answerTop sources cited
best appchainAbsentcoinbase.com, instanodes.io, alchemy.com
appchain vendorsAbsentankr.com, x.com, medium.com
appchain solutionsAbsentradiostud.io, binance.com, marketplace.microsoft.com
appchain softwareAbsentquicknode.com, docs.tanssi.network, youtube.com
appchain platformAbsentskale.space, chainstack.com, tanssi.network
top appchain providersAbsentalchemy.com, chain.link, conduit.xyz
appchain comparisonAbsentmedium.com, supra.com, blofin.com
best layer 1 blockchainAbsentalchemy.com, quicknode.com, kraken.com
layer 1 blockchain vendorsAbsentchain.link, quicknode.com, alchemy.com
layer 1 blockchain solutionsAbsentcryptoslate.com, onchain.org, eco.com
layer 1 blockchain softwareAbsentsubstrate.stackexchange.com, linkedin.com, bingx.com
layer 1 blockchain platformAbsentmoonpay.com, cyfrin.io, binance.th
top layer 1 blockchain providersAbsentalchemy.com, quicknode.com, kraken.com
layer 1 blockchain comparisonAbsentonchain.org, youtube.com, medium.com
best blockchain scalabilityAbsenthacken.io, hedera.com, bitgo.com
blockchain scalability vendorsAbsenthedera.com, landbase.com, bitgo.com
blockchain scalability solutionsAbsenthedera.com, hacken.io, chain.link
blockchain scalability softwareAbsentui.adsabs.harvard.edu, medium.com, crypto.com
blockchain scalability platformAbsentyoutube.com, everstake.com, quicknode.com
top blockchain scalability providersAbsentbleap.finance, optimism.io, arbitrum.io
blockchain scalability comparisonAbsenthacken.io, crypto.com, upcommons.upc.edu
best rollup as a serviceAbsentankr.com, exobloc.com, coinsclone.com
rollup as a service vendorsAbsentcoinsclone.com, conduit.xyz, optimism.io
rollup as a service solutionsAbsentzeeve.io, alchemy.com, conduit.xyz
rollup as a service softwareAbsentalchemy.com, ankr.com, chain.link
rollup as a service platformAbsentconduit.xyz, docs.zksync.io, moralis.com
top rollup as a service providersAbsentantier.com, transfi.com, alchemy.com
rollup as a service comparisonAbsentasymm.medium.com, binance.com, quicknode.com
best web3 gaming blockchainAbsentbitcoinfoundation.org, nownodes.io, crypticweb3.com
web3 gaming blockchain vendorsAbsentaws.amazon.com, youtube.com, cbinsights.com
web3 gaming blockchain solutionsAbsentinstagram.com, hedera.com, linkedin.com
web3 gaming blockchain softwareAbsentalchemy.com, vulcanpost.com, linkedin.com
web3 gaming blockchain platformAbsentblog.thirdweb.com, webmobinfo.ch, youtube.com
top web3 gaming blockchain providersAbsentidealogic.io, dappradar.com, zypto.com
web3 gaming blockchain comparisonAbsentnownodes.io, bitcoinfoundation.org, youtube.com
alternatives to SagaNamed, not citedreddit.com, youtube.com, steamcommunity.com
Saga vs AvalancheNamed, not citedmedium.com, pluang.com, statmuse.com
Saga vs CalderaCitedcoinmarketcap.com, alchemy.com, eco.com
Saga vs ConduitNamed, not citedreddit.com, youtube.com, facebook.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 97% of AI-answer queries

Saga is cited in 1 of the 39 AI answers we triggered.

02

AI misreads the category

Saga presents as appchain, layer 1 blockchain, blockchain scalability, rollup as a service, web3 gaming blockchain. AI Overviews cite it on few queries and it is absent on Appchain, Layer 1 Blockchain, Blockchain Scalability.

TOP THREE MOVES
01

Win presence on Appchain

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
quicknode.com20Cited on 20 of the queries we tested.
alchemy.com18Cited on 18 of the queries we tested.
youtube.com16Cited on 16 of the queries we tested.
medium.com12Cited on 12 of the queries we tested.
chain.link11Cited on 11 of the queries we tested.
zeeve.io10Cited on 10 of the queries we tested.
conduit.xyz9Cited on 9 of the queries we tested.
binance.com9Cited on 9 of the queries we tested.
altlayer.io8Cited on 8 of the queries we tested.
hedera.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Saga is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Saga on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
quicknode.comCited on 20 of the tested queries.
alchemy.comCited on 18 of the tested queries.
youtube.comCited on 16 of the tested queries.
medium.comCited on 12 of the tested queries.
chain.linkCited on 11 of the tested queries.
zeeve.ioCited on 10 of the tested queries.
conduit.xyzCited on 9 of the tested queries.
binance.comCited on 9 of the tested queries.
Key observation
quicknode.com is the most-cited source across the queries Saga is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Appchain, Layer 1 Blockchain, Blockchain Scalability.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.