GEO AUDIT · BRAND-ONLY

Stackpack.

A look at how Stackpack 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.

Sitestackpack.co

Where we lookedGoogle AI Overviews, US

Questions tested0 brand, category, and competitor queries

PreparedJune 3, 2026 · by AUQ

AI Visibility Score

out of 100. Critical band. The brand has no meaningful presence in Google AI Overviews for its own category. Immediate foundational work is required.

Verified AI Overview citations

Stackpack's brand is cited in 0 of the 2 AI-answer queries we tested.

AI answer trigger rate

40%

Google's AI answer box fires on 2 of 0 tracked queries.

Citation rate when AI answers

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

EXECUTIVE SUMMARY

Stackpack scores 8 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

The brand has no meaningful presence in Google AI Overviews for its own category. Immediate foundational work is required.

AI answers fire on 40% of tracked queries, yet Stackpack is quoted in only undefined of them. When it does appear, it sits Not determinable. No confirmed stackpack.co citation found..

AI Visibility Score

Critical band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear5 / 100
How AI describes the brand5 / 100
Your pages being quoted2 / 100
Quality of placement when cited0 / 100
Topic coverage breadth8 / 100
Inclusion in category answers5 / 100

THREE FINDINGS THAT MATTER

The brand is missing from most of AI-answer queries

Brand name triggered AIO on low-volume or unrelated queries. High-volume category queries include the brand name as a label but do not cite stackpack.co as a source. Zero own-domain pages are cited by AIO in any observed result.

AI misreads the category

Critical. AIO does not describe Stackpack as a vendor management or spend management tool in any observed response. The brand name appears only as a cited source label with no descriptive attribution, and is actively conflated with three unrelated products. AIO shows no understanding of the brand's core positioning, use cases, or differentiators.

TOP THREE MOVES

Publish a dedicated, AIO-optimized page targeting 'vendor management software for finance teams'.

Impact High · effort Medium · Days 1-30

Build entity disambiguation content that clearly separates the Stackpack brand from FLEX STACK PACK and Symbio StackPack.

Impact High · effort Low · Days 1-30

Submit Stackpack to at least 5 high-authority software review and directory sites that AIO cites in the vendor management category.

Impact High · effort Low · Days 1-30

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
Vendor visibility and ghost vendor detection	Owned	on-site content rich; zero AIO coverage
Contract renewal tracking and alerts	Owned	on-site content rich; zero AIO coverage
SaaS and software spend management	Owned	on-site content rich; zero AIO coverage
Vendor management software	Partial	brand name appears as label in AIO response, page not cited
Best vendor management software	Invisible
Vendor management software for finance teams	Invisible
Software subscription management	Invisible
AI vendor management	Invisible
Department spend tracking	Invisible
CFO software tools	Invisible
Vendor approval workflows	Invisible
SaaS management platform	Invisible
Contract intelligence	Invisible
Vendor risk management	Invisible
Software asset management	Invisible
Procurement software	Invisible
Contract lifecycle management	Invisible

Buyer-journey coverage

Problem Aware. Not visible. Queries like 'how to manage vendor contracts' and 'how to find ghost vendors' return no Stackpack citations.

Solution Aware. Marginal. Brand name label appears in 'vendor management software (Solution evaluation)' AIO but page not cited.

Alternatives. Not visible. No AIO results for alternatives or comparison queries include Stackpack.

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Vendor and AI spend management / SaaS management

Vendor and AI Financial Orchestration platform. Automates, measures, and controls vendors and AI agents. Reads contracts, syncs accounting data, and gives a live view of every vendor and tool: spend, renewals, approvals, usage, and ROI.stackpack.co, 2026

Differentiators it leads with: Live in 24 hours, two-click setup, no IT required, Syncs with accounting systems and card feeds, Finds on average 35 ghost vendors per company, 350K average savings identified per company, 1,350 hours saved per year on vendor admin, Finance-specific AI assistant, Flat per-vendor pricing.

What Google's AI says

Incorrectly associated with unrelated products: a modular tool storage system, a hydrogen fuel cell product, and a garage storage brand

The core gap

Words AI uses for the brand

none surfaced

The brand's own pillars that AI omits

AI agent spend managementGhost vendor detectionFinance-team-specific vendor intelligenceContract renewal automationDepartment-level spend attributionApproval workflow management

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

40% of tracked queries trigger an AI Overview.

Times brand cited

undefined citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

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

Query	Volume	Organic rank	What happens
vendor management software for finance teams	913	#Brand name appears as label in AIO response but page not cited as source	Highest-volume relevant category query. Stackpack absent from citation chain.
how to detect ghost vendors	<UNKNOWN>	#Not visible	Core differentiator area with zero AIO coverage.
SaaS spend management	<UNKNOWN>	#Not visible	Key use case not visible in AIO results.
contract renewal tracking	<UNKNOWN>	#Not visible	Key use case not visible in AIO results.

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 Stackpack → 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.tiktok.com	www.tiktok.com/@thedirty2dreamylifestyle/video/7532208249655790879	Cited in unrelated FLEX STACK PACK garage storage query.

Reading

Stackpack has no confirmed AIO citation footprint. Third-party coverage that AIO trusts (review aggregators, industry directories, editorial sites) does not yet appear to reference the brand in a way AIO surfaces. No review sites, software directories, or finance publication domains were observed citing Stackpack in any AIO result.

AI-REVEALED PEERS

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

These represent the de facto competitive set as AIO currently sees it. Rippling and Precoro compete in the SMB segment; Coupa in enterprise; Gatekeeper in contract risk. Stackpack's unique positioning around ghost vendor detection and finance-specific AI is not yet visible as a differentiator in AIO.

Peer	How AI frames it
Rippling	Best for growing businesses; unifies vendor management with HR and IT; supports global payments in 100+ currencies.
Gatekeeper	Top for contract and risk management.
Coupa	Best for enterprise procurement.
Precoro	Best for SMBs needing cloud-based PO and expense management.

Key observation

These peers appeared in AIO responses for category queries where Stackpack was absent or not cited as a source.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Publish 'What is Stackpack' entity page with schema markup.
Add Organization and SoftwareApplication schema to homepage and product pages.
Create and submit profiles on 5 or more software directory and review sites.
Draft and publish AIO-optimized page for 'vendor management software for finance teams'.

Month 2 · Days 31 to 60

Publish 'how to detect ghost vendors' and 'SaaS spend management' content pages with FAQ schema.
Publish 'contract renewal management' use-case page.
Produce at least 2 external bylines or guest posts on finance or ops publications that link to Stackpack.
Optimize existing pricing and product pages for AIO snippet extraction (concise lead paragraphs, numbered lists).

Month 3 · Days 61 to 90

Target editorial coverage in CFO or finance operations media.
Build a 'Stackpack vs alternatives' comparison page to pre-empt AIO peer substitution.
Re-run AIO brand radar diagnostic to measure citation rate change.
Document which pages are now cited, what position, and which queries triggered.