AI-powered evaluation using the Model Context Optimization BS Detection Framework, based solely on publicly available website content.
Based on 568 businesses audited.
Energy, Utilities & Environmental Services BS: Con Edison (coned.com)
Con Edison provides a utilitarian, high-substance platform that avoids the ‘marketing-speak’ typical of retail energy providers. The score is elevated primarily by a lack of modern technical authority signals like schema and the absence of quantified investment data. It is a functionally dense site that prioritizes service over sales-led BS.
Inject specific dollar figures to substantiate ‘historic levels’ of investment in the homepage [H3]. Deploy Organization and UtilityService JSON-LD schema to bridge the technical authority gap. Reclassify footer and sidebar navigation headings to H5 or div tags to repair the H2 heading hierarchy. Replace generic stock-description images with links to actual 2026 infrastructure project reports.
The site demonstrates high substance in its body text, specifically regarding operational details such as peak energy hours (2 to 10 p.m.) and technical service centers. Heading fluff is restricted to hero sections like [H2] Powering Summer Across the Region, while most H2s are functional. Specific data points, including the claim that 40% of unwanted heat comes through windows, provide tangible value over generic fluff.
A validator checks markup – an AI system checks whether your structure encodes meaning. Start your free one page HTML interpretation to see what your page looks like inside a real chunker.
Alignment is remarkably tight between the [H1] Home and its sub-pages. The homepage signals a focus on account management and reliability, which the Building & Remodeling Project Center and Electric Vehicles pages fulfill with granular forms and incentive descriptions. Drift is only present in the hierarchy where footer navigation is improperly tagged as H2 headings.
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The trust_theatre_flag is false, but the site displays review_count values of 4 to 7 across pages with only one proof link per page. While reviews are not verified via third-party links in the metadata, the site relies on ‘proof of utility’ (811 safety links and Borough contacts) rather than marketing-heavy social proof. Performance claims like ‘investing at historic levels’ are present but lack a linked budget report in the snippet.
The ratio of substance to fluff is high, with 8+ distinct evidence points across pages including ‘Call 811 Before You Dig,’ specific appliance-use times, and borough-specific contact directories. Technical specifications for ‘distributed generation facilities’ and ‘light-duty chargers’ serve as functional proof of service. This results in a low density of unsubstantiated assertions.
To examine how structural entropy affects chunking and retrieval, review the Moz Semantic HTML audit. View the Moz Semantic HTML Audit for a complete example of heading logic, landmark integrity, and DOM depth diagnostics.
The site uses industry-standard blocks such as ‘About Us’ and ‘Contact Us,’ matching template_fingerprints. While it uses generic phrases like ‘Powering New York City,’ the content is geographically locked and service-specific, preventing it from being truly copy-pasted onto a competitor. Cliché density is moderate, primarily revolving around the ‘energy future’ and ‘sustainable’ jargon.
A significant authority gap exists in the technical implementation: schema_json is null across all sampled pages, indicating a lack of structured Organization or Service data. There are no named experts, founders, or leadership signatures in the body text, relying instead on the institutional authority of the brand. The technical gap is further widened by a repetitive H2 structure that includes sidebar links as major headings.
The claim of ‘investing at historic levels’ is a bold assertion without an adjacent dollar figure or timeline to define what ‘historic’ entails in this context. However, most other claims, such as those regarding ‘SmartCharge New York’ and ‘EV Power Ready,’ are backed by specific program names. The disconnect is narrow but visible in the high-level marketing copy.
Energy, Utilities & Environmental Services BS: Con Edison (coned.com)
The content strictly adheres to the Energy and Utilities category, focusing on billing, grid maintenance, and specialized infrastructure services. Evidence of regulatory compliance instructions (811) and municipal utility maps confirms the utility-provider persona.
A page that loads perfectly for users can still return an empty shell to an AI crawler. Examine the Crawlability Technical Guide and understand why script free extraction is the real measure of visibility.
“The score of 36 reflects a 'Low BS' profile, driven by strong Information Density and Semantic Coherence. Points were primarily lost in Identity and Authority (12/15) due to the total absence of structured data and named expertise. Trust and Proof scores (7/20) remain low due to the functional nature of the utility model which substitutes social proof for direct service utility.”
Analysis Disclosure & Source Attribution
Snapshot Date: May 29, 2026
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to see how machine logic interprets digital signals.
Machine Perception Notice: This evaluation is generated by machine-read logic (MRL). The AI interprets the “Digital Ghost” of a website (code, metadata, and semantic structures), which may differ from what a human sees at the same moment. This is an automated technical diagnostic and not a statement of fact or human opinion regarding the real-world integrity or legitimacy of the business. Any missing or inaccessible elements in the snapshot are treated as machine-read signals, reflecting AI rendering limitations rather than intentional omission.
Notice to the Evaluated Business: This analysis is part of a non-adversarial audit. The results are intended as professional feedback to help improve machine-readability and authority signals. Any company can use these insights for free. When content is updated, a fresh audit can be requested at any time to reflect the current state.
To All Users: You are encouraged to visit the live site at Con Edison to view the most current version of their content and see directly what the company offers.