SEO Niche Validation — Round 2: EV Charging + Untested Niches
Date: 2026-04-26 (continuing from round 1) Source: Semrush API (Guru tier) Units used round 2: ~1,000 / 50,000 (cumulative ~2,200) Confidence: HIGH on volume + competition. KD scores pulled on top picks.
TL;DR
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EV Charging is more contested than I claimed. The federal
afdc.energy.govsite dominates the SERP (2.6M monthly visits, government domain authority). PlugShare, ChargePoint, EVgo, ElectrifyAmerica all have 90K-440K monthly visits. Score revised DOWN: 26/40 (was 36). Skip. -
A new #1 emerged from the untested niches: Drive-In Theaters Atlas. 40K combined "near me" volume, fragmented competition (single theaters + Yelp), no national directory exists, ~330 active US drive-ins is small but easy to fully cover.
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Waterfalls Atlas is the dark horse. 110K monthly volume, KD 21, dominated by mom-blogs, no structured directory exists. Could be a real winner.
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Avoid these niches I previously considered: AllTrails owns hiking (5.4M traffic). BringFido owns dog parks (602K traffic). Boba KD is 69 (much harder than the competition score suggested).
EV Charging — corrected analysis
The keyword landscape (real data)
| Keyword | Volume | Competition | Notes |
|---|---|---|---|
| tesla supercharger near me | 60,500 | 0.06 | Tesla.com owns top 7 of 10 results |
| ev charging stations near me | 22,200 | 0.14 | afdc.energy.gov #1, then PlugShare |
| tesla destination charger | 12,100 | 0.03 | Tesla.com dominates |
| ev charger map | 4,400 | 0.12 | |
| chargepoint near me | 4,400 | 0.09 | ChargePoint.com owns this |
| electric car charging stations near me | 4,400 | 0.25 | |
| free ev charging near me | 2,900 | 0.23 |
The incumbents
| Domain | Monthly traffic | Keywords | Authority |
|---|---|---|---|
| afdc.energy.gov | 2,647,387 | 800,334 | ⛔ Government domain — un-outrankable |
| chargepoint.com | 442,335 | 78,680 | ⛔ Network operator with brand |
| electrifyamerica.com | 131,075 | 77,582 | ⛔ Network operator |
| evgo.com | 99,976 | 24,780 | ⛔ Network operator |
| plugshare.com | 91,494 | 125,399 | ⚠️ Strong defender |
| chargehub.com | 18,446 | 46,165 | Beatable |
Why I'm now bearish
The "Tesla supercharger near me" SERP is literally 7/10 Tesla.com pages. Tesla owns charging brand intent. The "EV charging stations near me" SERP is government + network operators + PlugShare. There's no opening for a third-party directory to crack the top 5. We'd be fighting government domain authority and brand intent simultaneously.
Score revised: 26/40 (was 36). Don't build it.
Untested niches — fresh probes
Drive-In Theaters ⭐ NEW #1
| Metric | Value |
|---|---|
| "drive in theater near me" volume | 18,100/mo |
| "drive in movie near me" volume | 22,200/mo |
| Combined "near me" volume | ~40,000/mo |
| Competition | 0.06-0.08 (very low) |
| KD ("drive in theater near me") | 65 ⚠️ |
| Top SERP for both queries | Single-theater websites + Yelp |
| US drive-ins still operating | ~330 (Drive-Ins.com) |
| Seasonal | yes — peaks Jun-Aug, but stays warm year-round |
Why it's tempting:
- Zero national directory in the SERP. Top 10 = individual drive-ins (westwinddi.com, moonstruckdrivein.com, bengies.com), Yelp, regional listicles.
- Universe is small (~330 theaters) but fully coverable in one weekend — that's actually a feature: complete coverage = long-term defensibility.
- High emotional engagement: nostalgia + family weekend planning.
- Affiliate paths: Atom Tickets, Fandango ($0.50-2/lead), regional tourism boards.
Why I hesitated:
- KD 65 on the head term is high — that's because individual drive-in sites have decent backlinks from local press. But long-tail like "drive in theater in [state]" should be KD 5-15 (no data to confirm yet, est).
- Total revenue ceiling is modest. 330 theaters × monthly searches per theater × low CPM = maybe $300-800/mo at full ramp.
Realistic 12-month outlook: $200-600/mo. Smaller than UPick Atlas, but easier to ship and easier to "win" (full inventory = full defensibility).
Score: 31/40. Worth building if you have 1-2 weeks of bandwidth.
Waterfalls Atlas ⭐⭐ DARK HORSE
| Metric | Value |
|---|---|
| "waterfalls near me" volume | 110,000/mo |
| Competition | 0.10 |
| KD | 21 ✅ |
| Top SERP | Mom-blog listicles + regional travel sites — NO national directory |
| US named waterfalls | ~17,000 (USGS GNIS database) |
Why this is interesting:
- 110K monthly searches, KD 21 — that's a Goldilocks combination
- The top 10 is literally all mom blogs: thenovelturtle.com, missrover.com, mytrailsaremany.com, catescompass.com, wanderwoman.online — nobody with a real moat
- AllTrails owns hiking but not waterfall SERPs (verified — they're not in the top 10 for "waterfalls near me")
- USGS GNIS data has 17,000 named US waterfalls publicly available
- Affiliate path: REI, Backcountry, regional tourism, photography gear (waterfall photography is a sub-niche)
Why I'm skeptical:
- Waterfall data quality varies wildly — some are roadside, some need 8-mile hikes. UX work to surface "easy waterfall hike near me" vs "epic backcountry waterfall" is non-trivial.
- AllTrails could absolutely shift focus and crush it if they noticed.
Score: 35/40. This is the best new candidate I've found.
Dog Parks — checked + rejected
| Metric | Value |
|---|---|
| "dog park near me" volume | 450,000/mo (huge) |
| Competition | 0.08 |
| KD | not pulled |
| Top SERP | City government pages + Yelp + sniffspot |
| BringFido domain authority | 602,453 monthly visits, 1,090,114 keywords |
| Sniffspot | 257,863 monthly visits |
Volume is massive but BringFido is in a class of its own. Sniffspot is also formidable (257K visits/mo). Building a dog directory from zero against these two is a 3-year project minimum. Score: 18/40. Skip.
Hiking Trails — checked + rejected hard
| Metric | Value |
|---|---|
| "hiking trails near me" volume | 135,000/mo |
| Competition | 0.07 |
| AllTrails monthly traffic | 5,402,762 |
| AllTrails keywords | 2,426,279 |
AllTrails is a category-killer. Don't even consider it. Score: 8/40.
Boba — surface-cheap, deep-hard
| Metric | Value |
|---|---|
| "boba near me" volume | 450,000/mo |
| Competition | 0.11 |
| KD | 69 ⚠️ |
| Top SERP | Individual shops + Yelp + DoorDash + TripAdvisor |
Volume is real but KD 69 means the SERP is locked up by big-brand aggregators (Yelp, DoorDash, TripAdvisor). They have move-fast money to defend. Score: 16/40. Skip.
Scenic Drives — sleeper candidate
| Metric | Value |
|---|---|
| "scenic drives near me" volume | 14,800/mo |
| Competition | 0.04 |
| KD | 26 |
| Top SERP | Mom blogs + Reddit + state tourism |
| myscenicdrives.com | tiny (no significant Semrush footprint) |
Smaller volume but very low KD. Top results are amateur blog content. State scenic byway data is public. This could pair with Waterfalls Atlas as a "scenic America" portfolio. Score: 26/40. Doable as a secondary play.
Wineries / Breweries / Distilleries — not what I expected
| Keyword | Volume | Competition |
|---|---|---|
| "breweries near me" | 246,000 | 0.18 |
| "wineries near me" | 165,000 | 0.34 |
| "wine tasting near me" | 33,100 | 0.49 |
| "distilleries near me" | 18,100 | 0.15 |
Volume is huge but Untappd, RateBeer, BeerAdvocate own the brewery SERPs. Wine has Vivino + Wine Spectator. Likely score: 20/40. Skip without deeper validation.
Indoor Playgrounds / Trampoline Parks — interesting
| Keyword | Volume | Competition |
|---|---|---|
| "trampoline park near me" | 135,000 | 0.25 |
| "indoor playground near me" | 49,500 | 0.27 |
| "kids activities near me" | 49,500 | 0.59 |
Volume is good but competition score 0.25-0.27 is moderate. SkyZone and Urban Air dominate brand searches. Generic search terms are open. Worth a deeper check — could be 28-32/40. Not validated yet.
Updated final ranking (with real data on all candidates)
| # | Niche | Score | Status |
|---|---|---|---|
| 1 | UPick Atlas | (built) | ✅ Already shipping, validated |
| 2 | Waterfalls Atlas | 35/40 | ⭐ Best new candidate |
| 3 | Drive-In Theaters | 31/40 | Small but fully coverable, defensible |
| 4 | Disc Golf | 28/40 | UDisc is a real defender |
| 5 | EV Charging | 26/40 | DOWN — gov + network operator dominance |
| 6 | Scenic Drives | 26/40 | Pair with Waterfalls? |
| 7 | Indoor Playgrounds | ~30/40 (est) | Needs more validation |
| 8 | Self-Storage | 24/40 | High volume but defended hard |
| 9 | Coworking | 22/40 | Smaller than estimated |
| 10 | Wineries/Breweries | 20/40 | Untappd defends |
| 11 | Boba | 16/40 | High KD despite low comp score |
| 12 | Dog Parks | 18/40 | BringFido is a fortress |
| 13 | Private Schools | 18/40 | Niche.com is untouchable |
| 14 | Pickleball | 26/40 | Pickleheads defends |
| 15 | Hiking Trails | 8/40 | AllTrails — don't even try |
My recommendation
If you want to build a second directory:
Build Waterfalls Atlas.
Why over Drive-Ins:
- 6× more search volume (110K vs 18K)
- Lower KD (21 vs 65)
- 50× more inventory to fill (17K waterfalls vs 330 drive-ins)
- Public USGS dataset is complete + free
- Competitors are all mom blogs — you'll outrank them with structure alone
- Same tech stack as UPick Atlas (Next.js + ShadCN + Cloudflare Pages + schema.org
TouristAttraction)
Why hesitant about EV Charging now:
- Government domain (afdc.energy.gov) sits at #1 for the head terms with infinite authority. You can't outrank a federal agency on EV charging — that's their literal mandate.
Faster alternative: Drive-In Theaters
If you want a quick win you can fully ship in 2-4 weeks:
- 330 drive-ins is finite — full coverage = full defensibility
- Less ambitious but more certain to "win the niche"
- Same template as UPick Atlas
- High user emotion = good engagement signals = good for SEO
Could be a $200-400/mo passive site with 2 weeks of work. Lower upside, much higher certainty.
My honest top pick
Waterfalls Atlas first, drive-ins as a portfolio addition later if you want.
But seriously — don't build either yet. UPick Atlas is being reframed RIGHT NOW (Codex is running). Let that finish, redeploy, give it 30 days to see if the keyword reframe actually moves traffic. If it does → fork to Waterfalls. If it doesn't → we know the directory thesis is broken and shouldn't double down.
Recommendation summary (single decisive answer)
Don't build EV Charging. Government + network operator dominance is too high.
Build Waterfalls Atlas as the next directory if/when you decide to fork the UPick template.
But wait 30 days first to see if the UPick reframe (currently running) moves the needle on real traffic. We have data; we should let it speak before committing more capital and time.
API units used cumulative: ~2,200 / 50,000.