AI Shortlist Index · October 2026 · Prompt Set v1.0

Best Utility Management According to AI

Billing and tracking for water, sewer, gas, electric, and trash across a community. Submetering or ratio billing allocates costs to residents, vacant-unit cost recovery and utility expense management serve the owner, and move-in setup help serves residents. Buyers want to recover utility costs they now absorb, cut billing disputes, and get the charges onto the resident ledger automatically.

Editorial read

Fifty runs, one per prompt on each engine: ChatGPT on 30 October 2026 (18 through the OpenAI API, 7 from its app), Claude through the Anthropic API on 31 October. Conservice was named in 70% of runs (87% on ChatGPT, 52% on Claude), Zego in 50% and Anchor Utility in 42%. Synergy Utility Billing was named in 52% of Claude's runs and none of ChatGPT's. billee.ai was the most-cited domain, with 24 citations. One run per prompt per engine; read it as a first reading.

Ranking

Utility Management, October 2026. Mention rate = share of runs that named the vendor, averaged over the 2 engines that answered this edition. Rank by mention rate. Consistency = share of prompt×engine cells where all runs agreed; shown as – with fewer than two runs. Movement vs the prior edition; – when there is none. Green means named.
# Vendor Mention rate Engines Consistency Move Trend
1 Conservice 70% 2/2 – – –
2 Zego 50% 2/2 – – –
3 Anchor Utility 42% 2/2 – ▲ 1 –
4 Utility Management Solutions 28% 2/2 – ▲ 4 –
5 Think Utility Services 28% 2/2 – ▲ 13 –
6 National Exemption Service 26% 2/2 – ▲ 1 –
7 Synergy Utility Billing 26% 1/2 – ▲ 4 –
8 Guardian Water & Power 24% 2/2 – ▼ 5 –
9 Livable 23% 2/2 – ▼ 3 –
10 Billee 22% 1/2 – – –
11 Vitality 22% 2/2 – ▼ 2 –
12 Minol USA 16% 2/2 – ▼ 7 –
13 UtilityPro 14% 2/2 – ▲ 3 –
14 UB West 14% 1/2 – – –
15 Utility Ranger 14% 1/2 – – –
16 American Utility Management 12% 2/2 – ▼ 3 –
17 Citizen Home Solutions 10% 2/2 – ▼ 7 –
18 Baselane 10% 1/2 – – –
19 Utility Profit 8% 2/2 – ▼ 7 –
20 SimpleBills 8% 2/2 – ▼ 3 –
21 MeterNet 8% 2/2 – – –
22 American Submetering 6% 1/2 – – –
23 Reliance Utility Services 6% 2/2 – – –
24 YES Energy Management 6% 1/2 – ▼ 9 –
25 Hocutt 6% 1/2 – – –
26 Utility Connect 4% 2/2 – ▼ 12 –
27 Second Nature 4% 2/2 – ▼ 8 –
28 Move Concierge 4% 1/2 – – –
29 Studebaker Submetering 4% 1/2 – – –
30 Submeter Solutions 4% 1/2 – – –

Every vendor in the category database is listed, named or not. A vendor that is absent from every answer is still a row, because absence is the finding. Add or correct a vendor.

Engines

Engines in this edition. Mention rates are averaged over the engines shown.
EngineStatusModelRunsNote
ChatGPT ran gpt-6-luna, gpt-6-thinking 25
Claude ran claude-haiku-5-5 25

Source map, top 5

The five domains cited most often across 350 citations in this category. Full list: the source map.
#DomainTypeCitationsEnginesSupports
1 billee.ai vendor site 24 Claude Billee, Conservice, Livable, Stake, UtilityPro, Vitality
2 conservice.com vendor site 22 Claude, ChatGPT Conservice
3 rentmanager.com directory 20 Claude, ChatGPT Citizen Home Solutions, Conservice, Think Utility Services, UtilityPro, Vitality
4 appfolio.com other 15 Claude, ChatGPT Conservice, Livable, Utility Management Solutions, Zego
5 guardianwp.com vendor site 14 Claude, ChatGPT Guardian Water & Power

See all twenty domains and URLs in the utility management source map.

Prompts this edition

Prompt Set v1.0, frozen for the edition. A vendor named in a prompt's own text is not credited for that prompt. The full set across categories: prompt library.

  • utl-best-01What's the best utility billing company for a multifamily operator with about 2,500 units that are mostly master-metered for water?
  • utl-best-02Which companies handle submetering and RUBS billing for apartment communities? Give me a shortlist and who each one fits.
  • utl-best-03I manage 250 single-family rentals and my team spends hours every month getting tenants to put utilities in their name at move-in. Which services take that over for property managers?
  • utl-best-04We own 90 units in a few small apartment buildings on AppFolio and we eat the water and trash bills. Which utility billing services should we look at to recover those costs?
  • utl-best-05We run 12,000 multifamily units and want one vendor for utility expense management, invoice processing, resident billing, and ESG reporting. Who should be on our list?
  • utl-best-06Which utility management companies are multifamily property management firms actually using right now to bill residents for utilities?
  • utl-best-07I'm a regional manager over 1,800 units on Yardi and our expense recovery goal is to get water and sewer fully billed back. Which utility billing providers do this well?
  • utl-alt-01What are the alternatives to Conservice for utility billing and expense management at a multifamily company? · seeded: conservice (not credited)
  • utl-alt-02We use Livable for utility billing on our small apartment portfolio. What other options are there for a property manager our size? · seeded: livable (not credited)
  • utl-alt-03Is there an alternative to Utility Profit for handling tenant utility setup at move-in for a single-family property manager? · seeded: utility-profit (not credited)
  • utl-alt-04Guardian Water & Power has been our submetering vendor for years and we want to bid it out. Who else installs submeters and bills residents for apartment communities? · seeded: guardian-water-power (not credited)
  • utl-alt-05What are the alternatives to Minol for utility submetering and resident billing at a multifamily portfolio? · seeded: minol (not credited)
  • utl-seg-01We operate 6,000 garden-style apartment units, most of them master-metered for water and gas. Which utility billing companies are built for institutional multifamily operators?
  • utl-seg-02We manage student housing with four residents per unit on separate leases. Which utility billing services bill each resident directly for their share instead of the property prefunding it?
  • utl-seg-03I manage 700 scattered single-family rentals. Which utility management services are built for SFR property managers rather than apartment communities?
  • utl-seg-04I own a 16-unit building with one water meter and I pay the whole bill. Is ratio billing worth it at my size, and which utility billing companies work with small landlords?
  • utl-int-01Which utility billing companies integrate with AppFolio so the resident utility charges post to the tenant ledger automatically?
  • utl-int-02Which utility management and submetering vendors integrate with Yardi Voyager for a multifamily portfolio?
  • utl-int-03Which utility billing or move-in utility setup services integrate with Rent Manager?
  • utl-prob-01Residents move in and never transfer the electric into their name, so we absorb the bill on units that aren't vacant. How do property managers stop this, and which companies handle vacant unit cost recovery?
  • utl-prob-02Our water and sewer bills are up 30% and our properties are master-metered, so it all comes out of NOI. How do apartment operators bill that back to residents, and who do they use?
  • utl-prob-03We get constant disputes from residents about how their utility charges are calculated and I'm not sure RUBS is even allowed in every city we operate in. Which utility billing companies handle the compliance side and the resident questions?
  • utl-prob-04Our leasing coordinator spends the first week of every month doing utility allocations in a spreadsheet and keying charges into the ledger by hand. What do property managers use to automate resident utility billing?
  • utl-cmp-01Conservice vs Minol for utility expense management and resident billing: which is better for a multifamily operator with about 3,000 units? · seeded: conservice, minol (not credited)
  • utl-cmp-02Guardian Water & Power vs Minol for submetering a 240-unit garden-style community: which should a property manager choose? · seeded: guardian-water-power, minol (not credited)

Elsewhere in the Index

Part of the AI Shortlist Index. Method changes: Index changelog.

Read what the answers said about every utility management vendor — $147

A founding pilot: one category-wide report, the same for every buyer. Ryan replies with an invoice and a delivery date. No checkout, no subscription.

Prefer a call? Contact.

Goes to ryan@webpossible.com with this page’s URL attached. Never shared, never sold. See the privacy policy.