QuothFree AI visibility snapshot
Run 5 Oct 2026 · 10 questions × 5 assistants · 50 answers

Ostara is named in 3 of 50 AI answers about expense software.

Sample report · fictional company, competitors and data

Prepared for the Ostara marketing team. Below: where you appear, where you don't, how AI describes you, and three things you can fix yourself this week.

Key findings

9×Spendwise is named 9 times as often as you28 answers vs. your 3, across the same 50.
0 of 10You're missing from every comparison answerThe questions buyers ask right before they choose.
2Facts AI gets wrong about youOutdated details that make you look smaller than you are.

Share of answers

How many of the 50 answers named each brand at least once.

You appeared once each on Perplexity, Google AI Overviews and Claude. ChatGPT and Gemini never named you.

Spendwise
28/50
Brightbill
22/50
Tallyhq
11/50
Ostara
3/50

Every question, every assistant

Cell = the brand named first · = Ostara appears · click a row to see who was named
Buyer questionStageChatGPTPerplexityGeminiAI OverviewsClaude
DiscoverySpendwiseSpendwiseSpendwiseSpendwiseSpendwise
DiscoverySpendwiseSpendwiseSpendwiseSpendwiseSpendwise
DiscoverySpendwiseSpendwiseSpendwiseSpendwiseSpendwise
ComparisonSpendwiseSpendwiseSpendwiseSpendwiseSpendwise
ComparisonSpendwiseSpendwiseSpendwiseSpendwiseSpendwise
AlternativesBrightbillBrightbillBrightbillBrightbillBrightbill
AlternativesSpendwiseTallyhqTallyhqTallyhqTallyhq
PricingTallyhqTallyhq———
Pricing—————
DiscoverySpendwiseSpendwise——Brightbill
“Alternatives to Spendwise for small teams”
ChatGPT1. Brightbill 2. Tallyhq
Perplexity1. Brightbill 2. Tallyhq 3. Ostara
Gemini1. Brightbill 2. Tallyhq
AI Overviews1. Brightbill 2. Tallyhq
Claude1. Brightbill 2. Tallyhq
Discovery2 of 20
Comparison0 of 10
Alternatives1 of 10
Pricing0 of 10

How AI describes each brand

The phrase each brand is most often summed up with.

Spendwise“the default choice for card controls and approvals”
Brightbill“best for invoice-heavy finance teams”
Tallyhq“the simple, budget-friendly option”
Ostara“a newer option some teams mention for multi-currency spend”

Your positioning gap: AI knows your strength, multi-currency, but frames you as new and unproven.

What AI gets wrong

Outdated or incorrect statements we found.

GeminiSays Ostara has no mobile app.[Correct fact from your site, e.g. your app launch date]
PerplexityQuotes an old per-user price from a 2024 article.[Your current pricing]

Where AI gets its answers

The sources cited most often in these 50 answers, and who they mention.

SourceCitedMentionsOstara?
Review-site comparison page14×Spendwise, Brightbill, TallyhqNot listed
“Best expense software 2026” roundup9×Spendwise, BrightbillNo
Reddit thread on company cards (2025)7×Spendwise, TallyhqNo
YouTube comparison review5×Spendwise, BrightbillNo
Fintech news article3×Ostara, SpendwiseYes

Three quick wins you can do yourself

No agency needed. Each one gives AI clearer, more current facts about you.

01 · About 1 hourMake pricing readable as textYour plans sit inside an image. Put prices in plain text so AI quotes today's numbers, not 2024's.
02 · Half a dayPublish one honest comparison page“Ostara vs Spendwise,” fair to both. Comparison questions are where you're missing today.
03 · OngoingAsk 10 customers for reviewsOn the review site AI cites most in your category. You're not listed there yet.

What the full audit adds

This snapshot covers 10 questions. The audit covers your whole buying journey.

100 buyer questions
Your full buying journey, by stage, across 5 assistants.
Competitor source map
Every source behind your rivals’ recommendations.
Technical check
Whether AI crawlers can read your site and pricing.
Ranked 90-day plan
The 10–15 changes that move your share fastest.
A note from me

The good news: AI already knows Ostara exists and what you're good at. That's the hardest part. The gap is proof and comparisons, and both are fixable in a quarter.

Happy to walk you through this in 20 minutes, no pitch unless you ask for one.

AmreetFounder, Quoth · amreet@tryquoth.com
Turn 3 of 50 into a number you're proud of.Book the audit · $500 founding priceBook a 20-minute walkthroughAI answers change often. We're happy to re-run this snapshot for you in 30 days.