← Idea market
Auto49,000 searches / mo

Road condition reports

Local closures before you leave.

Opportunity score

4,983 / 10k

Niche, but buildable. Small audience, low noise.

Rank

#93

Gap

C

  • Demand

    77

    49,000 contestable searches a month across 25 related keywords.

  • Momentum

    5

    Last three months ran down 54.3% against the three before, seasonality smoothed out.

  • Competition gap

    18

    26 real products rank on page one for this, ad competition 0.00.

  • Crowd

    50

    10 head-to-head rankings from builders, counted at partial weight until 20.

  • Willingness to pay

    n/a

    No ad pricing on this keyword, so there's no read on whether money moves here.

What this score is based on

evidence checked 9/29/2026

  • Search demand verified against Google Ads data
  • 12 months of search history
  • 25 related keywords clustered
  • 8 firsthand pain signals from forum threads
  • 26 competitors analyzed from page-one results
  • 10 crowd rankings from builders

Search demand comes from Google Ads data via DataForSEO and refreshes daily. Competitors come from a live scan of page-one results. Crowd input comes from builders ranking ideas 1-2-3 on the market.

Keyword cluster

25 keywords · 49,000 searches a month combined

Demand counts the whole cluster: 49,000 searches a month across every relevant way people look for this problem. The intent label on each keyword tells you how close that searcher is to wanting software.

KeywordIntentSearchesCPCAd comp.
driving conditions near mewants a service2,400-0.01
driving conditions todayunclear2,400-0.01
cdot road conditions mapunclear2,400-0.00
driving condition todayunclear2,400-0.01
driving conditions for todayunclear2,400-0.01
stevens pass road conditionsunclear2,400$0.930.00
chp road conditionsunclear1,900$5.150.00
road reportunclear1,900$3.400.00
caltrans road conditions mapunclear1,900-0.00
ar dot road conditionsunclear1,900-0.00
ardot road conditionsunclear1,900-0.00
department of transportation road conditionsunclear1,900-0.00
dept of transportation road conditionsunclear1,900-0.00
dot road conditionunclear1,900-0.00
driving conditions i 90unclear1,900-0.00
i 90 highway conditionsunclear1,900-0.00
i90 road conditionunclear1,900-0.00
kdot road conditionsunclear1,900-0.00
lookout pass road conditionsunclear1,900-0.00
road conditions i 90 eastunclear1,900-0.00
waze road conditionsunclear1,600$1.330.02
i5 road conditionsunclear1,600-0.00
mdt road reportunclear1,600-0.00
local road conditionsunclear1,600$3.530.01
cotrip org road conditionsunclear1,600-0.00

CPC is what an advertiser pays Google for one click on that phrase — a rough price tag on how valuable the visitor is. Ad comp. runs 0 to 1 and is how full the ad auction is: near 1 means advertisers are fighting over it (money is there, but ranking is hard), near 0 means almost nobody bids.

Who has the problem

Drivers struggle to get real-time, comprehensive road condition information before they leave, needing to piece together data from multiple state or local DOT sites. They risk hitting unexpected hazards like compact snow and ice after traveling a significant distance on seemingly clear roads.

"Going 70mph on pretty decent roads (I-65) then hitting compact snow and ice about 20-40 miles from the city."from a thread we pulled below
Who experiences it
A driver planning a trip to a specific destination, like Tahoe, or along a major interstate like I-90.
When it happens
Before leaving for a drive, when they need to check local road conditions (1,600/mo) or specific interstate conditions (e.g., I-90 road conditions, 1,900/mo).
How often
When planning drives in unpredictable weather, especially in winter or when heading to mountainous regions like Stevens Pass (2,400/mo) or Lookout Pass (1,900/mo), as indicated by the search volume seasonality.
What they do today
Using state Department of Transportation websites and apps like cdot road conditions map (2,400/mo), caltrans road conditions map (1,900/mo), or ardot road conditions (1,900/mo), which often require searching multiple sources or sifting through information to find granular local data.

Read off 25 search phrases and 8 forum threads listed below, 9/26/2026.

Why now

Demand is cooling; build only if you have an angle the incumbents lack.

  • Searches are up 64% year over year

    28 a month twelve months ago → 46 now for "road condition reports".

  • Cooling 54% over the last quarter

    Last three months of searches against the three before them.

  • Peaks in February

    Demand swings 1475% across the year, so ship roughly two months before February.

  • 1 real product on page one

    Alongside 23 articles and reference pages, which is room a focused tool can take.

  • 10 builder rankings back it

    Crowd rating 1548 Elo from head-to-head votes on the market.

Search data

verified · dataforseo:us · refreshed 9/29/2026

Lead keyword
road condition reports
Cluster volume
49,000 / mo
across 25 related keywords; lead phrase is 140 / mo
CPC
-
what an advertiser pays for one click here
Ad competition
0.00
0-1 scale: barely any advertisers bidding

Opportunity score 4,983 = 40% contestable search demand (49,000 a month across 25 keywords) + 25% how open the competition still is (26 products on page one) + 15% momentum (last three months vs the three before, capped so one bucketed month can't swing it) + 10% willingness to pay (no ad pricing) + 10% crowd rankings (Elo 1548, 10 head-to-heads, weighted by how many votes exist). Anything we can't measure is dropped and the rest re-weighted, so a blank signal never counts as an average one. Search data refreshes daily from Google Ads via DataForSEO.

Monthly searches for "road condition reports"

10 votes · demand from dataforseo:us, updated 9/29/2026

28
Sep 25
37
Oct 25
193
Nov 25
358
Dec 25
441
Jan 26
156
Feb 26
156
Mar 26
83
Apr 26
83
May 26
64
Jun 26
37
Jul 26
46
Aug 26

Peak 441 · latest 46 · low 28 searches a month

Google reports monthly volume in fixed buckets (…27,100 · 33,100 · 40,500 · 49,500), so steady months land on the exact same number. Weekly data isn't published.

This chart tracks the single lead phrase. The demand score uses the whole cluster of 25 related phrases (49,000 searches a month), listed below.

Revenue potential

estimate, not a promise

Priced and converted as a hard to charge for directly — the funnel below changes with that model, because a freemium consumer app and a B2B tool convert nothing alike.

MRR by month 12

$141 – $844

16–94 paying users · +2–11 new a month at 7% churn

Year-one run rate

$1,688 – $10,127

the month-12 number annualised — you earn less than this during the ramp

Price

$9/mo

same price as the business model below

24-month projection

log scale

Month 24 · hover to scrub

Slow build $160Good execution $1,036Breakout $15,508

The two solid lines are the range above: a slow build and good execution on a slice of this demand. The dashed line is the breakout — you become the default answer for this problem, take roughly a quarter of the intent, convert far better because people arrive already sold, and churn halves. That's the outcome worth chasing, and it's about $15,508 a month by month 24 (3,360 paying users). Most ideas land on the bottom line; the point of the chart is that the ceiling isn't the estimate.

How we got there

  • 49,000 cluster searches a month, 1.6x for app stores and word of mouth.
  • You reach 1.0-6.0% of that, scaled by ad competition 0.00.
  • 12% of visitors sign up, 2% of those pay. Freemium consumer: roughly 1-3% of free users ever pay, so this needs volume.
  • That wins 2-11 new subscribers a month. Stack 12 months of that against 7% monthly churn and you're holding 16-94 paying users by month 12.
  • Price $9/mo, taken from the business model below.

Who already builds this

1 real product · 23 articles, explainers and store pages · 6 read in depth · scanned daily on Google for "road condition reports"

1 real product own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.

  • #5511la

    Ranks #5 on Google for "road condition reports".

    ~177,844 organic visits a month (estimate)

    511la.org · from live Google results · verified Aug 18

Also ranking, but not products (23)

Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.

Likely business model

willingness to pay 4/100

Hard to charge for directly

Every one of the 4 competitors we read gives this away free — the money here is attention, not subscriptions.

How rivals make money 4 competitors read: all free or ad-supported.

Price to test · from ad click value

$4–$14/mo

No competitor charges for this. If you do put a paid tier up, this band is what the keyword implies people are worth, not what anyone is proven to pay.

What to charge for

Free tool, revenue on the side: affiliate links, sponsored placements or a paid pro layer for the small slice who use it weekly. Charging at the front door means competing with free.

Willingness-to-pay evidence

  • 4 competitors read: all free or ad-supported.
  • 0% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
  • Ad competition 0.00 — few advertisers fighting for it.

Firsthand pain signals

8 discussions · source links, check them yourself

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