GEO AUDIT · BRAND-ONLY

Postscript.

A look at how Postscript 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.

Sitepostscript.io

Where we lookedGoogle AI Overviews, US

Questions tested40 brand, category, and competitor queries

PreparedJune 15, 2026 · by AUQ

AI Visibility Score

out of 100. Critical band. The brand is effectively invisible in Google AI Overviews within its product category. An entity disambiguation problem prevents AIO from associating the brand with SMS marketing at all.

Verified AI Overview citations

Postscript's brand is cited in 3 of the 13 AI-answer queries we tested.

AI answer trigger rate

32.5%

Google's AI answer box fires on 13 of 40 tracked queries.

Citation rate when AI answers

7.5%

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

Postscript scores 12 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

The brand is effectively invisible in Google AI Overviews within its product category. An entity disambiguation problem prevents AIO from associating the brand with SMS marketing at all.

AI answers fire on 32.5% of tracked queries, yet Postscript is quoted in only 7.5% of them. When it does appear, it sits Not determinable; all citations are likely navigational or word-related, not product category citations.

AI Visibility Score

Critical band

BarelyLowCompetitiveDominant

What's in the score

Entity Recognition8 / 100
AIO Trigger and Citation Presence15 / 100
Content Coverage Depth20 / 100
Category Authority Signals5 / 100
Product and Feature Visibility13 / 100

THREE FINDINGS THAT MATTER

The brand is missing from most of AI-answer queries

Brand appears in 3 of 40 tracked keywords, but all are navigational or common-word contexts. Zero citations in actual SMS marketing category queries. No postscript.io URLs cited in AIO responses.

AI misreads the category

Complete misalignment. AIO resolves the entity to writing terminology and Adobe software, not to the SMS marketing software category. This is not a positioning problem; it is a fundamental entity recognition failure.

TOP THREE MOVES

Resolve entity disambiguation by creating authoritative linking schema and third-party citations that signal postscript.io as an SMS marketing company

Impact High · effort High · 30-60 days

Build category authority through third-party backlinks from SMS marketing, ecommerce, and Shopify technology sources that AIO trusts

Impact High · effort High · 60-90 days

Create AI-optimized structured data (FAQ, how-to, comparison schemas) on high-value category pages to signal topical relevance to AIO

Impact Medium · effort Medium · 14-30 days

CONTENT AND ENTITY COVERAGE

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

Topic	Presence in AI answers	Buyer intent
SMS list building	Owned	solution-aware, buyer intent
How to switch SMS to RCS	Owned	consideration, buyer intent
SMS marketing ideas	Owned	problem-aware, buyer intent
Ecommerce SMS marketing	Partial	ranks position 4, not cited in AIO
SMS marketing platform	Partial	ranks but inconsistent AIO presence
SMS for ecommerce guide	Partial	ranks organically, no AIO footprint
Best SMS marketing platform for Shopify	Invisible	solution-aware, buyer intent
AI SMS marketing for ecommerce	Invisible	solution-aware, buyer intent
Conversational commerce via SMS	Invisible	awareness-building, buyer intent
SMS compliance tools	Invisible	solution-aware, buyer intent
RCS marketing for ecommerce	Invisible	solution-aware, buyer intent
CashBack and list growth alternatives	Invisible	solution-aware, buyer intent
Shopify SMS automation	Invisible	problem-aware, buyer intent

Buyer-journey coverage

Problem Aware. Visible for generic SMS how-to content. Not cited in AIO for problem-framed queries. Brand ranks organically but AIO does not extract or cite pages.

Solution Aware. Absent. No AIO presence on best-platform or tool-comparison queries where buyers seek solutions.

Alternatives. Absent. No AIO presence on alternatives or versus queries where competitive consideration occurs.

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

SMS marketing software for ecommerce

An SMS marketing and sales platform built exclusively for Shopify brands. Postscript offers AI-powered messaging, list growth tools, compliance infrastructure, and an in-house strategy team.postscript.io, 2026

Differentiators it leads with: Shopify-exclusive focus, In-house SMS strategy team (Postscript Plus), AI features including Infinity Testing and Shopper assistant, CashBack coupon alternative for list growth, RCS messaging support, Built-in legal and compliance team, 34x average ROI claim, Tiered pricing from free Starter to Enterprise.

What Google's AI says

The word postscript (P.S. abbreviation, Latin origin) and Adobe PostScript page-description language

P.S. (postscript) Latin abbreviation used in writing

PostScript: Adobe page description language for printing and design

The core gap

Words AI uses for the brand

AIO correctly understands the Latin abbreviation and historical context of the word postscriptAdobe PostScript language definition is accurately presentedWriting guides and grammar resources are properly surfaced

The brand's own pillars that AI omits

AIO does not recognize Postscript (postscript.io) as an SMS marketing companyNo connection between the brand name and SMS marketing, ecommerce, or Shopify categoriesAll cited pages relate to the word meaning, not the company or productCore differentiators (AI, RCS, CashBack, Shopper) are invisible to AIOBrand is absent from all category-level AI Overviews for SMS marketing queries

AI OVERVIEW PERFORMANCE

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

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

32.5% of tracked queries trigger an AI Overview.

Times brand cited

7.5% citation rate when AI answers.

Total brand mentions

1439

Across all observed AI responses.

HIGH-VALUE QUERIES WHERE THE BRAND RANKS BUT IS NOT QUOTED

Query	Volume	Organic rank	What happens
ecommerce sms marketing	700	#Not in AIO
text message advertising	500	#Not in AIO
sms for ecommerce	250	#Not in AIO
promotional sms	250	#Not in AIO
sms marketing ideas	200	#Not in AIO
sms service for ecommerce	200	#Not in AIO
sms marketing for ecommerce	150	#Not in AIO
postscript sms pricing	40	#Not in AIO	Even brand-category query absent from AIO

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 Postscript → See all case studies

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 cites	Pages	Context
www.grammarly.com	2	Definitions of P.S. abbreviation
www.adobe.com	32	PostScript language and EPS file formats
en.wikipedia.org	54	PostScript language and abbreviation history
mailchimp.com	3	What does P.S. mean in email
www.reddit.com	94	Discussion threads about P.S. and PostScript
www.youtube.com	133	Video results related to PostScript topics
www.merriam-webster.com	16	Dictionary definitions
quillbot.com	4	Writing guides on P.S. usage

Reading

Every external domain AIO cites is in the writing, dictionary, or Adobe design space. None are SMS marketing or ecommerce technology sources. This confirms AIO has not formed a category association between postscript.io and SMS marketing.

AI-REVEALED PEERS

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

Competitors will surface in Layer 2 and Layer 3 analysis once entity disambiguation is resolved and category-level AIO presence is established.

Peer	How AI frames it
Klaviyo	Expected SMS marketing and ecommerce automation competitor
Attentive	Expected SMS marketing for ecommerce competitor
SMSBump (by Yotpo)	Expected Shopify SMS marketing competitor
Omnisend	Expected ecommerce SMS and marketing automation competitor
Drip	Expected ecommerce SMS and automation competitor

Key observation

No SMS marketing competitors appear in Brand Radar AIO responses because AIO is not triggered on SMS-category queries for Postscript. The brand is absent from category-level comparisons where peer visibility would emerge.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Audit and fix all entity resolution signals: update Schema.org markup, add canonical naming conventions, ensure brand name clarity across homepage and key pages
Create or strengthen backlink profile with SMS marketing and ecommerce tech publications; pitch for 3-5 authority mentions on category pages
Build structured data (FAQPage, HowTo, Article) on top 5 category-facing pages to improve AIO extraction
Document current AIO entity resolution issue and monitor daily Brand Radar for any shift in categorization

Month 2 · Days 31 to 60

Launch third-party authority campaign: secure bylines on industry blogs, press releases on product features (AI, RCS, CashBack), partnerships with complementary platforms
Optimize homepage and category pages with entity-focused copy that explicitly connects postscript.io to SMS marketing, ecommerce, and Shopify
Develop new comparison and alternatives content targeting solution-aware and solutionaware buyer intent queries
Create mini-content series on Postscript AI, Shopper assistant, and RCS messaging with category keyword integration

Month 3 · Days 61 to 90

Monitor and validate entity resolution improvement; adjust schema and linking based on Brand Radar weekly data
Expand high-performing comparison and alternatives content to remaining 3-4 high-value category keywords
Execute second wave of third-party authority partnerships and integrations
Measure progress toward 35% citation rate and 8-12 postscript.io pages cited; iterate based on performance patterns