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Glossy Data

AI visibility for startups and growth teams

See where your startup appears in AI answers.

Buyers ask AI for alternatives to the market leader. See whether you appear in those answers, which lists and reviews AI reads, and the first things to fix.

  • Plans from £25/month
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Illustration

Tallyfox · invoicing software · United States

Example

Your score

Named in 7 of 25 answers. Likely range 16–44.

Every answer, word for word

Google AI Overviews· UI
“best invoicing software for freelancers” Not mentioned

AI Overviews recommended Ledgerly and Northwind Books, not you.

Top invoicing tools for freelancers include Ledgerly, Northwind Books and Brightdesk, based on recent reviews and comparison articles [1].
Sources[1] techradar.com

Who AI names instead

  • Ledgerly14 of 25
  • Northwind Books9 of 25
  • You7 of 25

Sources cited in these answers

  • g2.comCited for both rivals Listed
  • techradar.com“Best invoicing apps” list, no Tallyfox Missing
  • reddit.com/r/freelanceNamed Ledgerly twice Missing

3 suggested actions

  1. 1Get onto TechRadar's invoicing list. AI Overviews cites it when it names Ledgerly.
  2. 2Fix the outdated price ChatGPT quotes for your Pro plan.
  3. 3Publish a “Tallyfox vs Ledgerly” comparison page.
A fictional business, to show the layout. Paid reports include collected answers with dates and sources. Free reports show a limited preview.
Example paid insights for a fictional startup. The free report contains a limited preview.

51%

of B2B software buyers now start their research in an AI chatbot rather than a search engine.
Source: G2 Buyer Behavior Report 2025 (n=1,169)

Start with a free website preview.

Paste your website to check its crawler settings and explore partial buyer questions. Preview a short AI answer excerpt when ready. A paid plan unlocks full answers, sources and ongoing tracking.

  • Website checks and partial question examples
  • A short AI answer excerpt when available

Get reviewed on G2

Example
+5–9 pts · 70% conf.SReview site

Cited in 38% of competitor answers for 12 questions. Ledgerly and Northwind Books both have 200+ reviews there. You have 9.

Wrong fact, caught

Tallyfox costs $49 a month and has no free plan.

Your fact sheet: Pro is $19 a month and there's a free plan. Likely source: a 2024 comparison article.

Fix the outdated price on your pricing page and in the 2024 listicle

Re-tested at 7, 14 and 28 days

▲ +7 ±3 · Verified

Get onto the lists AI reads.

The Source Map shows the review sites, listicles and threads AI cites for your category, and which name your rivals but not you. Use these findings to prioritise the publications and communities you want to approach.

  • Citations and AI Source Map
  • Source gaps, ranked

Sources ChatGPT cites for “best invoicing software”

Share of answers citing each domain

Example
  • g2.com44%
    You're on it
  • techradar.com31%
    Missing
  • reddit.com/r/freelance24%
    Missing
  • capterra.com19%
    You're on it

Start with a plan for one brand.

Starter is £25 a month for one brand or website: a startup, a shop or a practice. It covers all 6 engines we run, any of 49 countries and unlimited seats. Grow into more questions and projects on the same method our Enterprise customers use.

  • Fix & Verify task inbox
  • Automatic re-tests after fixes

Alert · significant change

Example

Perplexity now names you in 41% of answers about “invoicing software for freelancers”.

87 of 212 answers · checked with an extra burst of 16

Monday digest

  • ChatGPT: within noise
  • AI Mode: Northwind CRM gained on 4 questions

The questions that build a shortlist

Keep the list short and track it weekly: your category, alternatives to the leader, and one or two comparisons.

  • “alternatives to Ledgerly”
  • “best CRM for a 10-person sales team”
  • “cheapest help desk software with SSO”
  • “Tallyfox vs Northwind Books for freelancers”
  • “best invoicing app for agencies in Germany”
  • “is Tallyfox any good”

Where new products get noticed.

AI engines lean on what's already written about a category. A new product usually isn't in those pages yet.

Review sites
G2, Capterra, Product Hunt
“Best tools” lists
Listicles and roundups that rank your category
Forums
Reddit threads, Hacker News, niche communities
Comparison pages
“X vs Y” and “alternatives to X” posts, including your own

Pick a plan and start online

Every plan is self-serve. Pay by card and cancel renewal at any time in Billing.

A plan to consider

Starter

For one product or website getting its first AI visibility report.

£25/mobilled monthly

630 credits ≈ 36 questions × 4 engines, weekly

  • 1 website or location
  • Every live engine and any of 49 countries
  • Unlimited seats

Cancel renewal any time. Once cancelled, your subscription will not renew.

Compare all plans

Questions people ask

The preview is a useful starting point: website checks, partial buyer questions and an AI answer excerpt when available. Choose paid tracking for full questions, answers and competitor comparisons.

AI engines lean on what's already written about a category: review sites, lists, comparison articles and forums. Paid source analysis helps you identify relevant pages to investigate and plan where to build your presence.

Monthly plans are available. Cancel renewal at any time in Billing: once cancelled, your subscription will not renew, and access continues through your paid period. Start with the free website preview to explore before choosing a plan.

Start with a free preview of your website.

Free website check · No card needed · Full AI tracking on paid plans