Where Your Shoppers Are
Bowie, MDAUTHORITY
59 • Priority B
Channel briefing
Seven surfaces where car shoppers now start
THE SHIFT
The search bar stopped being one place. It became seven.
A shopper deciding between your Rogue and Ourstman's no longer runs one Google search. They ask Claude to compare the trims, ask ChatGPT which local dealer to trust, check hours through Gemini, verify the reviews on Perplexity, and see the unit again on Facebook that evening. Each surface answers differently, and each one names a dealership. The question is whether it names yours.
HIGHEST IMPACT TODAY
ChatGPT
96 impact · 38% of AI-assisted discovery
Biggest reach and the surface where competitors are already being named. Claude scores second at 91 on a fraction of the volume — the highest-intent traffic available to you.
Automotive Impact Index
Reach × intent × citation influence · modeled for Bowie, MD
Claude
91
Very high intent · 14% of AI-assisted discovery
ChatGPT / Codex
96
Very high intent · 38% of AI-assisted discovery
Gemini
78
High intent · 19% of AI-assisted discovery
Perplexity
72
High intent · 8% of AI-assisted discovery
Google Search & AI Overview
88
High intent · 16% of AI-assisted discovery
Facebook / Instagram
69
Medium intent · 3% of AI-assisted discovery
TikTok
41
Low intent · 2% of AI-assisted discovery
Answer Engines vs Classic Search
Share of local automotive discovery · 6 months
Answer-engine discovery is compounding while classic surfaces decline. The crossover for this market is inside the next four quarters — which is why AEO carries more weight than SEO in your scoring.
CHANNEL BY CHANNEL
Claude
Answer engine91
IMPACT
Long-context reasoning. Shoppers use it to compare trims, decode financing and pressure-test a decision before they ever contact a store.
WHAT IT MEANS FOR THE STORE
Highest-consideration traffic of any channel. Fewer sessions, but the shopper arrives having already narrowed to two or three vehicles.
AUTOMOTIVE SEARCH CRITERIA
- ▸"Rogue SV vs Sportage EX which is better value"
- ▸"Is 8.4% APR reasonable on a 2024 Altima"
- ▸"Compare warranty on certified pre-owned Nissan"
ChatGPT / Codex
Answer engine96
IMPACT
The default answer surface by volume. Where the largest share of "which dealer should I use" questions are asked and answered.
WHAT IT MEANS FOR THE STORE
Broadest reach of the answer engines. Cites a small set of local stores by name — currently Ourstman in 6 of 8 Bowie-area prompts.
AUTOMOTIVE SEARCH CRITERIA
- ▸"Best Nissan dealer near Bowie MD"
- ▸"Nissan dealership open Sunday near me"
- ▸"Where to buy a Nissan Rogue in Maryland"
Gemini
Answer engine78
IMPACT
Wired into Google surfaces. Pulls Business Profile, hours, location and reviews directly into the answer.
WHAT IT MEANS FOR THE STORE
Operational queries — hours, directions, service. Converts to walk-ins faster than any other answer engine.
AUTOMOTIVE SEARCH CRITERIA
- ▸"Nissan of Bowie service hours"
- ▸"Nissan dealer directions Bowie MD"
- ▸"Does Nissan of Bowie do oil changes"
Perplexity
Answer engine72
IMPACT
Citation-first. Every claim links a source, so being the cited source is the entire game — and it is measurable.
WHAT IT MEANS FOR THE STORE
Research-stage shoppers building a shortlist. Low volume, disproportionately high influence on which stores make the list.
AUTOMOTIVE SEARCH CRITERIA
- ▸"Most reliable used Nissan model years"
- ▸"Nissan dealer reviews Prince George's County"
- ▸"CPO vs used Nissan warranty difference"
Google Search & AI Overview
Search88
IMPACT
Still the largest single source of raw volume, but the AI Overview now answers above the blue links — often without a click.
WHAT IT MEANS FOR THE STORE
Map Pack and AI Overview decide the local shortlist. Ranking without being summarized no longer produces traffic.
AUTOMOTIVE SEARCH CRITERIA
- ▸"nissan dealer bowie md"
- ▸"2024 rogue for sale near me"
- ▸"nissan dealership near 20715"
Facebook / Instagram
Social69
IMPACT
Demand creation and conquest. Best channel for putting a specific aged unit in front of a defined local audience.
WHAT IT MEANS FOR THE STORE
Where a boost campaign moves metal fastest. Marketplace intent plus retargeting against competitor visitors.
AUTOMOTIVE SEARCH CRITERIA
- ▸Radius + model interest targeting
- ▸Competitor-visitor conquest audiences
- ▸Aged-unit carousel by trim
TikTok
Social41
IMPACT
Top-of-funnel reach into younger first-time buyers. Walkaround and delivery content outperforms polished spots.
WHAT IT MEANS FOR THE STORE
Lowest immediate intent, longest payback. Builds the brand recall that later shows up as a branded AI query.
AUTOMOTIVE SEARCH CRITERIA
- ▸Model walkaround content
- ▸Payment and trade-in explainers
- ▸Delivery-day social proof
On the numbers. Impact index and discovery-share figures are AutoScope models built for the Bowie, MD market — a weighted blend of reach, measured shopper intent and citation influence. They are directional planning inputs, not vendor-reported traffic. Prompt-level citation results are observed directly against each answer engine.