Marketing intelligence to win inChatGPT
Reach the millions of buyers who ask AI what to pick — with evidence for every move
acme-tools.com · brand dashboard
- Overview
- Prompts
- Citations
- FactCheck
- Opportunities
- Playbooks
- Crawlers
43.8%
AI visibility · gemini
+6.2 pts · 14 days
Share of voice
- buildledger.com34.6%
- acme-tools.com28.4%
- sitepro.io21.9%
Latest answers
- best project tracker for construction teamscited #3
- compare field management software for GCsabsent
- software to track change orders across crewscited #2
Built on the primary record — engines probed, sources stored raw
More than 100 million people search with AI every day.
Brands that aren't in the answer don't exist. frontier makes sure yours is — and shows the receipts.
Scale your presence, not your workload
frontier is the evidence-first marketing platform for the AI-search era. Discover, monitor, correct, and act — with receipts.
Discover the prompts your buyers actually ask
BuildLedger|
Matching prompts
- buildledger alternatives+41%high (est.)
- buildledger alternatives for small GCs+18%high (est.)
- construction punch list software+9%medium (est.)
demand modeled from observed engine fan-out — labeled as an estimate
Share of voice by brand
acme-tools.com
43.8% +5%
buildledger.com
34.6% -3%
sitepro.io
21.9% +2%
fieldbook.app
15.1% -1%
Claims AI makes about you, verified against your own site
“Charges per-seat for field crews.”
INACCURATEyour pricing page says flat per-project · fed by g2.com · seen ×4
“Built for GCs managing multiple job sites.”
ACCURATEmatches your homepage · cited by chatgpt and gemini
“Offers a free tier for solo contractors.”
UNVERIFIEDyour site doesn't address it — not that it's wrong
Gather gap evidence
okoutput · Uncited prompts
Load brand ground truth
okoutput · Site facts
Draft comparison brief
okoutput · Brief (draft)
Output
DRAFT“BuildLedger alternatives” brief
## claims to make — backed by your site
## claims to avoid
## success metric
approve · edit · discard
All bot visits
32.6K +12k
AI citations
72.3K +12k
Human referrals
13.2K +0.3k
Pages indexed
18.2K +0.2k
Opportunities
Suggested this week
Competitors own “best project tracker for construction teams” — you never appear.
+ track · archive
AI repeats wrong pricing (seen ×4) — publish a canonical facts page.
+ track · archive
Tracked
- Ship “BuildLedger alternatives” comparison page4 tasksHigh
- Correct pricing narrative at the source3 tasksHigh
acme-tools.com · market study
drafted 14 min after domain entered
BuildLedger owns the AI recommendation for your category — and their slow support is the opening.
- AI ANSWER
ChatGPT · prompt: "best project tracker for construction teams"
recommends BuildLedger 7/10 runs · acme-tools: 0/10 · cited: g2.com, reddit.com - REVIEWS
"Support took 9 days to answer our onboarding ticket."
— BuildLedger review on Trustpilot, Mar 2026 · support named in 31 of 208 reviews, last 90 days - SERP
google.com · "construction project tracker" · 2,400 searches/mo
BuildLedger #3 · acme-tools #14
Recommended move: ship a "BuildLedger alternatives" comparison page — 1,300 searches/mo, nobody credible ranks yet — and lead with response times. Their own customers handed you the angle.
12 findings · 214 evidence records
sources: Google · Trustpilot · Reddit · OpenAI · Gemini
The study
Every finding opens into its receipts.
Point frontier at a domain and get a market study drafted from live SERPs, reviews, community threads, and AI answers — each claim linked to the stored response that backs it. Disagree with a finding? Check its evidence.
See the platformGet your free AI fan-out report
Discover how your brand performs in AI answers — and where the openings are. Waitlist members get theirs first.
Get insights into:
- ✓AI visibility
- ✓Citation sources
- ✓Claim accuracy
- ✓Crawler traffic
acme-tools.com · fan-out report
AI visibility ranking
- 1buildledger.com90.1%
- 2acme-tools.com88.1%
- 3sitepro.io87.3%
- 4fieldbook.app66.9%
Claims w/ receipts
100%
One loop for every marketing job
AEO & SEO
Increase AI search visibility
Learn more- 1buildledger.com↓ 34.6%
- 2acme-tools.com↑ 28.4%
- 3sitepro.io↓ 21.9%
- 4fieldbook.app↑ 15.1%
share of voice · live
Content & Demand
Ship briefs that earn citations
Learn moreplaybook run
PR & Brand
Shape what AI says about you
Learn more- g2.comCompetitorMentioned
- reddit.comEarnedMentioned
- gartner.comCompetitorNo data
- productboard.comCompetitorMentioned
citation landscape
Get your brand cited byChatGPT
Reach the millions of buyers who ask AI what to pick — with evidence for every move