IMPROV
IMPROVmyimprov.com
100%AI visibility
Visible, but not fully owned

IMPROV is showing up, but AI still borrows authority from the open web.

0% of captured citations point to brand-owned domains, so AI still leans on nsc.org before it trusts IMPROV directly.

Owned citations

0%

Site readiness

68/100

Trust signals

1/6

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Visibility Share %

4 prompts
1IMPROVIM
IMPROV(You)
8 mentions
100%
2
A
AA
AAA
2 mentions
25%
3
A
AA
AARP Driver Safety
2 mentions
25%
4
I
ID
IDriveSafely
2 mentions
25%
5
N
NA
National Safety Council
2 mentions
25%

Top external source

nsc.org

3 citations captured

Buyer prompt analysis

How AI answers the prompts that shape buying decisions in this category.

defensive driving course60,500/mo

IMPROV appears, but doesn’t own the answer.

IMPROV appears, but the proof still comes from competitor framing and third-party sources.

ChatGPT
Gemini
nsc.orgCompeting: National Safety Council, AAA, AARP Driver Safety, IDriveSafelyAI searched: “National Safety Council Defensive Driving Course DDC4 state acceptance
Here’s a concise shortlist of reputable defensive‑driving providers (national reach / widely accepted).
online defensive driving course27,100/mo

IMPROV appears, but doesn’t own the answer.

IMPROV is present, but the answer still relies on thin or indirect proof.

ChatGPT
Gemini
nsc.orgAI searched: “best online defensive driving courses 2026
Strong options to evaluate (widely used, state‑approved in many jurisdictions, and with good customer support): 1) National Safety Council (NSC) — long‑established defensive‑driving curricul...
defensive driving class online14,800/mo

IMPROV appears, but doesn’t own the answer.

IMPROV is present, but the answer still relies on thin or indirect proof.

ChatGPT
Gemini
defensivedriving.comAI searched: “best online defensive driving courses 2026 list
Short answer — the firms that belong on a practical shortlist for online defensive‑driving classes in the U.S.

Where AI gets its proof

0% of citations come from myimprov.com. The rest shape the answer without your input.

1nsc.org
3 cites
2defensivedriving.com
1 cite
3defensivedriving.org
1 cite

Authority signals

What AI checks before recommending a brand.

Recommendation share100%

8 of 8 answers

Owned citations0%

0 of 5 from myimprov.com

Site readiness68

Crawl signals open

Trust signals1/6

Gap: Web mentions

Blockers

No llms.txt
Weak entity footprint

What to fix first

The shortest path to stronger recommendation share.

1

Give AI a page worth citing

0/5 captured citations came from myimprov.com. Right now AI still leans on nsc.org for category proof.

2

Create pages AI can remember

IMPROV is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.

3

Add explicit crawler guidance

Right now there is no explicit retrieval guidance for AI crawlers. Add llms.txt plus clearer category and product paths that models can trust and revisit.

8 AI answers captured·4 prompts tested·Observed citations only·Jun 19, 2026

The brand is visible. The opportunity is owning the proof layer.

Turn IMPROV's current visibility into trusted, brand-owned recommendation share.

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