AI visibility monitoring for B2B SaaS

See how AI sees you

Monitor brand mentions across repeated AI answers. Track competitors, consulted pages, and Reddit sources for buyer questions.

Start monitoringSeven-day trial with $50 in prompt-run credits. Card required; no charge during the trial.
Sample workspace
LumaDesk · Last 30 days
12
Active buyer prompts
42%
Mention rate
27
Consulted domains
6
Actionable tasks
Latest run What is the best customer support platform for a small SaaS team? LumaDesk mentioned 4 sources

The trend, not one lucky answer

Watch your visibility change, run by run

A single answer can flatter you or miss you entirely. Clare repeats the same buyer questions so you can see the pattern, and notice when it moves.

LumaDesk Visibility
Sample data
42%
Visibility · 30 days
34 of 81 answers
+11 pts
vs. previous 30 days
31% before
3 / 12
prompts always mention you
Across every run
4 / 12
prompts never mention you
Clear gaps

Mention rate

Share of answers mentioning LumaDesk

Apr 14–May 12
75% 50% 25% 0 Apr 14 Apr 21 Apr 28 May 5 May 12

Questions worth tracking

Start with questions that could cost you a deal

Clare reads your site and proposes the category, comparison, pricing, and objection questions a buyer might ask before they ever reach your homepage.

  • 1 Review the suggestions. Keep only the questions that match how you sell.
  • 2 Choose one schedule. Run every active prompt on the same daily or weekly cadence.
LumaDesk Prompts
Sample data

Monitored buyer questions

12 active · suggested from lumadesk.example

Add prompt

What is the best customer support platform for a small SaaS team?

34 runs

LumaDesk vs HelpHarbor for a ten-person support team

21 runs

Which support tools integrate with Linear and Slack?

12 runs

Affordable alternatives to SupportNest

7 runs
Edit, tag, pause, or repeat any prompt individually.

Follow the research trail

See what AI read before it answered

Open the pages behind an answer. See which domains keep appearing, where your own site is missing, and which Reddit threads shaped the research path.

How source tracking works
LumaDesk Sources
Sample data
62
web-searched answers
27
domains consulted
8 / 24
answers used your site
Pages consulted for “best support platform for a small SaaS”
saasstack.example/support-tools
Independent comparison
18 / 24
reddit.com/r/SaaS/comments/example
Reddit conversation
12 / 24
lumadesk.example/compare
Your website
8 / 24
founderops.example/shared-inboxes
Operator guide
6 / 24
Consulted means AI opened the page. It does not claim the page caused a mention.
LumaDesk Tasks
Sample data
Establish visibility 3 Strengthen sources 4 Recover visibility 1

Establish visibility for “best shared inbox for a ten-person SaaS”

LumaDesk received 0 mentions in 28 runs during the last 30 days.

Appearing instead: HelpHarbor, Queuewise, SupportNest

Establish visibility for “customer support tools that integrate with Linear”

LumaDesk received 1 mention in 21 runs during the last 30 days.

Appearing instead: SupportNest, Plainbox

These tasks are also available to your AI agent through Clare's MCP server.

Next actions

Work from evidence, not GEO folklore

Every task points back to the prompt, run count, competitors, or source data that triggered it. Inspect the evidence yourself or hand the work to your AI agent.

See how tasks are triggered

Clare MCP

Delegate your work to AI

Give your AI agent access to your open Clare tasks and the evidence behind them. Combine that context with your SEO tools, then let the agent investigate and propose the changes.

Connect Clare through MCP
codex · ~/lumadesk
Sample workflow

Combine open tasks from $clare with data from $ahrefs and suggest changes to our blog.

I’ll cross-reference visibility gaps with search demand and the pages already earning traffic.
$clare.get_tasks
└ 6 open tasks · 3 missing mentions · 2 source gaps
$ahrefs.site_explorer
└ 143 ranking keywords · 18 competing pages
Suggested changes
1
Refresh /blog/shared-inbox-guide
Add direct comparisons with HelpHarbor and SupportNest.
0 / 28 Clare mentions · 1,400 monthly searches
2
Expand the Linear integration page
Answer the setup questions buyers ask before comparing tools.
1 / 21 Clare mentions · ranking position 14

Pricing

Monthly minimum spend, issued as credits

Your full monthly payment is credited to your account for prompt runs. Monthly credits are valid for three months.

The seven-day trial includes $50 in credits. A card is required, but it is not charged during the trial.

Clare Videre

Monthly credit minimum

7-day trial
$99.95 /month

Completed prompt runs currently cost $0.10 each.

  • Monthly credits remain valid for three months
  • No fixed cap on manually tracked prompts
  • Daily or weekly automatic sampling
  • Brand mention trends and prompt history
  • Consulted domains, pages, and Reddit threads
  • Tasks linked to prompt and source data
  • Hand the work to your AI agent through Clare's MCP server
  • One user included; extra seats are $20/month
Start free trialSeven-day trial with $50 in prompt-run credits. Card required; no charge during the trial.
Prices exclude tax. Prompt-run pricing can change as the underlying AI environment changes.

Clare Videre is actively developed

329 commits in the last 30 days · Last release: 2 days ago

19.07.2026 Add Reddit analysis

12.07.2026 Add proposed tasks

05.07.2026 Add insights

View the full changelog.

Frequently asked questions

What is Clare Videre?
Clare Videre monitors AI visibility for B2B SaaS companies. It runs selected buyer prompts repeatedly, records brand and competitor mentions and consulted sources, and creates tasks from measured gaps.
What is AI visibility monitoring?
AI visibility monitoring tracks brand mentions, competitors, and sources across a fixed set of AI prompts over time. Repeated runs distinguish recurring patterns from variation between answers.
Which AI assistants does Clare Videre monitor?
Clare Videre currently monitors AI assistants.
How does Clare Videre calculate AI visibility?
Visibility is the percentage of selected runs whose answer mentions your brand. Each answer counts once. Clare reports visibility by prompt and compares recent and earlier periods.
Why does Clare run the same prompt repeatedly?
AI can answer the same prompt differently between runs. Repeated sampling separates persistent mentions, gaps, competitors, and sources from random variation. Clare recommends at least ten runs per prompt per week for a more reliable baseline.
Can Clare generate AI visibility prompts from my website?
Yes. Clare researches your product, competitors, audiences, and use cases, then proposes up to 20 prompts. You can review, add, remove, pause, tag, reorder, and schedule them.
What kinds of prompts should I track?
Track prompts for category discovery, use cases, alternatives, comparisons, integrations, audiences, pricing, and objections. Keep your brand name out of discovery prompts and group branded prompts separately.
Does Clare track the sources behind AI answers?
Yes. Clare records URLs consulted during web search, groups them by domain and page, identifies your own website, and links each source to its prompts and runs. Training-only answers are reported separately.
Does a consulted source prove that it caused a brand mention?
No. A consulted source shows that AI accessed a page for an answer. It does not prove that the page caused a mention or that AI agreed with it.
How does Clare use Reddit data?
Clare identifies public Reddit threads consulted during AI web research. It reports the related prompts, consultation frequency, and whether your brand appears in the available post or comments. It does not monitor Reddit live.
What tasks does Clare Videre recommend?
Clare creates four task types: establish visibility, strengthen sources, post on relevant Reddit threads, and investigate visibility declines. Each task links to the prompt or source data that triggered it.
Is AI visibility monitoring the same as SEO rank tracking?
No. SEO rank tracking follows search-result positions for keywords and URLs. Clare tracks brand mentions, competitors, and sources across repeated AI answers to buyer prompts.
How does Clare Videre help with generative engine optimization (GEO)?
Clare identifies prompts that omit your brand, competitors that appear instead, and recurring first-party, third-party, and Reddit sources. Use those findings to prioritize product pages, comparisons, documentation, articles, and external participation. Clare does not modify pages or AI answers.
Can Clare guarantee that AI will recommend my company?
No. Clare measures brand mentions. It does not change AI answers or measure ranking, preference, or sentiment.
Who is Clare Videre designed for?
Clare Videre is designed for founders, SEO and content leads, product marketers, and small B2B SaaS teams.
How much does Clare Videre cost?
Clare Videre has a $99.95 monthly minimum before tax. The full amount is credited to the account and remains valid for three months. Prompt runs currently cost $0.10 in credits each. One user is included; each additional accepted team member costs $20 per month.
Does Clare Videre offer a free trial?
Yes. Clare Videre offers a seven-day trial with $50 in prompt-run credits. A payment card is required, but it is not charged during the trial. You can cancel during the trial.

AI visibility for B2B SaaS

See your brand through your buyers' questions

See how AI answers your buyers' questions. Track brand mentions, competitors, and the sources it consults.

7-day free trial $50 in free credits to start Card required, no charge during trial