360 Visibility Proposal
We asked ChatGPT, Perplexity, and Gemini to recommend a townhomes for sale Prince George's County Maryland in Laurel. Konterra didn't come up — not once. Here's what we found, why it matters, and exactly how to fix it.
360 Online Visibility Report
Konterra
360 Visibility Score
3.1 / 10Revenue at Risk
$200K–$500K / year
Want the complete report? Download the full 360 Online Visibility Report now.
Download 360 ReportThe Shift
Think about how you find a restaurant in a new city. You probably ask ChatGPT or Perplexity instead of scrolling through Google results. Your clients are doing the same thing when they need a townhomes for sale Prince George's County Maryland. The problem? When AI answers, it pulls from a specific set of signals — and right now, Konterra isn't sending any of them.
National Harbor
New Carrollton
Laurel / Savage area developments
...6 more results
Clients scrolled, compared, clicked around
The shift already happened
The shift already happened
Based on my research, here are the top options:
1. National Harbor —
2. New Carrollton —
3. Laurel / Savage area developments —
⚠ Konterra not mentioned
AI gives one answer. If you're not in it, you don't exist.
This isn't a prediction. We tested it. Scroll down to see exactly what AI says about Konterra today →
The Evidence
We didn't guess — we tested. Every query a potential customer might actually ask about a townhomes for sale Prince George's County Maryland. Three major AI platforms. The results tell a clear story.
5
Queries tested
3
AI platforms
15
Total responses
2
Mentioned Konterra
0
Generic query mentions
Mentioned in 0/5 queries — but only when Konterra was named in the question.
Mentioned in 1/5 queries — same pattern, only brand-name queries.
Mentioned in 1/5 queries — almost entirely invisible.
✓ Brand Queries — Konterra appears
See the pattern? Konterra only appears when someone already knows the name. For every prospect searching generically — and that's most of them — Konterra doesn't exist.
✗ Generic Queries — Konterra invisible
Appearance in 4 generic townhomes for sale Prince George's County Maryland queries
When prospects search without your name, they find these companies instead.
Konterra appears in only 13% of AI responses — and only when someone already knows the name.
Konterra appeared in only 2 of 15 queries — both on direct brand lookups. On every buying-intent query ('townhomes near DC with trails', 'new homes Prince George's County', 'best places to invest in PG County'), Konterra was absent. Competitors like National Harbor and New Carrollton were recommended in its place.
On direct brand queries, ChatGPT described Konterra as a data/analytics technology company — not the mixed-use real estate development in Laurel, MD. This brand confusion means buyers searching for Konterra on ChatGPT are getting incorrect information. This is an entity disambiguation problem fixable with structured data and Wikipedia/Wikidata presence.
Konterra.com lacks RealEstateListing, LocalBusiness, or Place schema markup. AI platforms rely on structured data to identify and correctly categorize brands. Without it, Konterra is consistently skipped in favor of competitors that have cleaner entity signals.
13 of 15 queries — all category and buying-intent prompts — returned zero mentions. Homebuyers increasingly use ChatGPT and Perplexity to research neighborhoods and new developments before ever visiting a website. Konterra is completely absent from that discovery layer.
The Deep Dive
We analyzed Konterra's online visibility across 3 critical dimensions. Here's exactly where you stand — and why each score matters.
Poor
Konterra appeared in 2 of 15 queries — only on direct brand lookups on Gemini and Perplexity. ChatGPT misidentified the brand entirely. Zero category or buying-intent visibility. This is the most urgent gap.
Sub-Pillar Scores
Below Average
Basic crawlability and security appear functional. The critical drag: no structured data (RealEstateListing, LocalBusiness, Place schema) and limited on-page optimization for AI search signals.
Sub-Pillar Scores
Poor
Basic crawlability and security appear functional. The critical drag: no structured data (RealEstateListing, LocalBusiness, Place schema) and limited on-page optimization for AI search signals.
Sub-Pillar Scores
Below industry average. The good news: the brand is known to 2 of 3 AI platforms on direct lookup. The gap is entirely in category discovery — which is fixable with structured data and content strategy.
The good news? Every dimension above is fixable. See the 90-day roadmap →
The Opportunity
These aren't vanity metrics. Each one connects directly to more prospects finding you before they find your competitors.
7.0+
Target AI Visibility Score
Up from 3.1 today
80%+
Generic queries returning Konterra
Within 90 days
3
Platforms with consistent visibility
ChatGPT, Perplexity, Gemini
$200K–$500K
Revenue currently at risk
Every year you're invisible
The goal isn't just to show up in AI results — it's to be the townhomes for sale Prince George's County Maryland AI recommends first when someone in Laurel starts searching.
How We Fix This
We don't do vague strategies. Here's exactly what happens, when, and why — broken into three focused phases.
You'll see exactly what we're doing at every step. No black boxes, no jargon, no surprises.
Every VeloXP client gets access to our LLM Visibility Command Center — a real-time dashboard that shows exactly how AI sees your business, how you compare to competitors, and what's changing week over week. No guessing. No waiting for monthly reports. Just open it and see.
| # | Competitor | Score |
|---|---|---|
| 1 | National Harbor | 6.5/10 |
| 2 | New Carrollton | 5.8/10 |
| 3 | Konterra | 3.1/10 |
| # | Topic | Visibility |
|---|---|---|
| 1 | Konterra reviews | 3.2% |
| 2 | AI marketing agency | 0.0% |
| 3 | AI marketing operations | 0.0% |
| 4 | AI agent marketing automation | 0.0% |
| Platform | Konterra | National Harbor | New Carrollton | Konterra |
|---|---|---|---|---|
| PERPLEXITY | 2.1% | 8.4% | 6.8% | 5.9% |
| GPT | 1.8% | 7.9% | 6.1% | 5.6% |
| GEMINI | 0.9% | 7.2% | 5.7% | 5.1% |
This is what your competition looks like across the AI platforms tracked in this audit. The highlighted column is you. The goal is to make those numbers bigger than everyone else's.
Analyze your site's readiness for AI search and discovery
Composite score across Accessibility, Technical, Authority, and Content
This is what we fix in Phase 1. Every red item becomes green within the first 30 days.
See exactly how ChatGPT, Perplexity, Gemini mention Konterra — updated automatically every day.
A color-coded view of who's winning on which platform, for which topics. Spot opportunities your competitors are missing.
A composite score across Accessibility, Technical, Authority, and Content — with specific recommendations to improve each one.
Monthly and weekly reports delivered automatically. Share them with your team or review on your own time.
This isn't a screenshot from someone else's tool. This is your Command Center — built and maintained by VeloXP's AI squad, updated daily, and accessible anytime.
Now let's look at exactly what's included in your plan. →What You Get
We believe in being upfront. Here's exactly what's in scope so there are no surprises on either side.
We finalize the exact scope together during onboarding. Think of this as the starting playbook, not a rigid contract.
Timeline
Day 1–7
Kickoff & Audit
AI Visibility Baseline Report
Day 8–30
Foundation Complete
Technical fixes live, videos transcribed, listings claimed
Day 31–45
Content Engine Running
First landing pages and content clusters published
Day 46–60
Authority Campaign Active
Review campaign launched, citations building
Day 61–75
AI Optimization Tuning
LLM-optimized content live
Day 76–90
First Results
Full AI Visibility Scorecard with before/after comparison
Most clients see their first AI mentions shift by week 8–10. By day 90, you'll have hard data on exactly how much has changed.
Who's Behind This
VeloXP isn't a traditional marketing agency. We're operators who use AI to build the same systems that grew our own companies.
Inc. 5000 #632
Our founder's last company ranked on the Inc. 5000 list of America's fastest-growing private companies
$100M+
Valuation growth built through operational systems, not just marketing
5+ Industries
SaaS, service, manufacturing, tech — we've built and exited across all of them
22+ Years
Building, scaling, and exiting companies. We understand what moves the needle.
Max Koby
Founder & CEO, VeloXP
Max has spent 22 years building companies from scratch — including one that hit #632 on the Inc. 5000. VeloXP exists because he saw small businesses getting left behind in the AI shift and decided to do something about it.
Investment
Every plan includes a dedicated project channel and monthly visibility reporting. Pick the level that matches where you want to go.
Monitor Konterra's AI visibility across homebuyer and real estate category queries on all 3 platforms.
Fix entity confusion, implement structured data, and build category visibility for homebuyer AI queries.
Target KPIs
Score 6.0+ within 90 days, 50%+ AI mention rate on category queries
Full content engine and authority program to make Konterra the AI-recommended DC-area development.
Enterprise AI visibility management for the full Konterra development portfolio.
Plans can be stacked or customized. We'll recommend the right fit based on your goals during our strategy call.
Snapshot vs. Full Audit
This free snapshot tested 5 queries across 3 platforms. The complete LLM Visibility Audit goes dramatically deeper — delivering a comprehensive 100+ page strategy document.
You are here
⚡ About Snapshot Accuracy: This free snapshot is based on 5 queries — a directional sample designed to surface your biggest visibility gaps quickly. Sub-pillar scores may vary ±1.5–3.0 points from the complete audit, which tests 63+ queries with page-level technical crawls, 80-item E-E-A-T benchmarks, and full trust node verification. The overall trend and critical findings are reliable; individual sub-scores will be refined in the full audit.
This free snapshot tested 5 queries. The complete audit runs 50 queries across 3 LLMs — 150 total responses, analyzes 10+ competitors, and delivers a 100+ page audit & strategy document with a custom 90-day roadmap to fix everything.
The longer you wait, the more leads AI sends to your competitors.
Pick a time that works for you — 30 minutes, no pressure.
Strategy calls are 30 minutes, no pressure. We'll walk through your full results live.