Tsoden
Public audit for gaurav-singh.info

What we found

Ink Signal, editor themes with fewer colours is 4 fixes away from more meaningful technical engagements.

4 things a visitor needs are missing. The ones costing you the most: no price anywhere on the page, no easy way to get in touch and Nothing on the page proves you’re a real business, plus 1 more below.

Read from 4 live pages · metadata, crawlability, trust, CTA, schema, sitemap, robots, llms.txt

Questions about this audit? Reply to the email or write to us — a human answers same day.

4 fixable leaks

The prioritized plan to fix all 4 leaks above and win more meaningful technical engagements is below — free, nothing to unlock.

Walk me through the 4 fixes - free See what's leaking ↓

What buyers and AI/search engines see right now

Pages checked44 read in full
How we read itRead as crawlers doSame view buyers & bots get
Response time234msUnder the 2.5s target
Checks verified9/134 need fixing

Diagnostics

What we checked, and what we found

40 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against Ink Signal, editor themes with fewer colours's live site.

24 pass 5 warn 11 fail

Of the 40 checks we ran on your page

Anything we couldn’t read is its own segment — a page that blocks our reader is our limitation, not a mark against you, and it never lowers your score.

Fine as-is — 24Needs fixing — 11Couldn’t read — 5
See the numbers
StateCountShare
On your page2460%
Missing1128%
Couldn’t read513%

Where your page is strong, and where it isn’t

Each area is scored 0–100 against what a customer needs to find before they act.

strong (75+)close (50–74)needs work (under 50)
Can they take the next step 43
Reasons to believe you 8
Can people find you 85
Can AI assistants read it 67
Speed on a phone 100
A safe, trusted connection 69
See the numbers
Part of your pageScoreHow that reads
Can they take the next step43/100needs work
Reasons to believe you8/100needs work
Can people find you85/100strong
Can AI assistants read it67/100close
Speed on a phone100/100strong
A safe, trusted connection69/100close

Priorities

Fix these first

Ranked by revenue impact. Each one is something research collaborators, technical peers, potential sponsors or employers — or an AI answer engine — need to see and currently can't. Fixing the top few moves your score the most.

01

No price anywhere on the page

Clarify engagement models — e.g., 'Available for contract R&D, grant-aligned research partnerships, and open-source tooling support (fee-based or sponsored).'

02

No easy way to get in touch

Add a dedicated 'Work With Me' section with clear pathways: 'Collaborate on research', 'Sponsor a project', or 'Hire for development' — each linking to a tailored email template or form.

03

Nothing on the page proves you’re a real business

Add brief, concrete trust markers: 'Code and papers openly shared on GitHub and arXiv'; link to ORCID, GitHub, and recent publications.

04

Your page title doesn’t say what you do

Replace generic 'Gaurav Singh' with a title that names expertise and intent — e.g., 'Gaurav Singh | ML Researcher & Software Developer for Physical Systems'.

What we read on your page

What a customer finds — and doesn’t

3 of the 8 things we could check are already on your page. We found only 3 of the 8 things a customer looks for before they act. Most visitors are leaving without enough reason to call, book or buy.

Below is the breakdown: what's already working (with the exact text quoted from your page as proof), and the highest-impact additions to win more meaningful technical engagements — in priority order.

Scope: an automated scan of the 4 pages we could read across your site. Every “found” item quotes the exact text on your page so you can verify it. It doesn't judge copy quality or design.

Already on your page

  • A headline that says what you do — found: “Deconstructing Algorithms” (on /notes/deconstructing-algorithms)
  • An obvious button that starts the thing — found: “Download PDF” (on /cv)
  • A concrete number, not an adjective — found: “500 clients” (on /cv)

What to add, in order of impact

  • Reviews or proof from real customers — Add a testimonial, customer logo, star rating, or an 'N customers' proof point near the top.
  • Something that removes the risk of trying you — Lower perceived risk: free trial, money-back guarantee, no credit card, or cancel-anytime.
  • A price, or at least a from-figure — Show pricing or a 'starting at' anchor so buyers can self-qualify without emailing.
  • An easy way to get in touch — Give an easy capture path: short form, booking link, or contact route from the first screen.
  • Answers to the questions people ask before buying — Answer the top 3-5 buyer objections in an FAQ to remove hesitation before the CTA.

Deliverable

The full write-up

The full work-up for Ink Signal, editor themes with fewer colours — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. No price anywhere on the page

Clarify engagement models — e.g., 'Available for contract R&D, grant-aligned research partnerships, and open-source tooling support (fee-based or sponsored).'

  1. Show pricing, packages, or a 'from …' anchor so buyers can self-qualify.
  2. If pricing is bespoke, give a starting price or a typical range.
  3. Pair each price with what's included so it reads as value, not cost.

2. No easy way to get in touch

Add a dedicated 'Work With Me' section with clear pathways: 'Collaborate on research', 'Sponsor a project', or 'Hire for development' — each linking to a tailored email template or form.

  1. Add a visible booking link, short form, or tap-to-call number on the first screen.
  2. Keep the form to 3 fields max; every extra field drops completion.
  3. Confirm submissions with a clear success state, not a silent reload.

3. Nothing on the page proves you’re a real business

Add brief, concrete trust markers: 'Code and papers openly shared on GitHub and arXiv'; link to ORCID, GitHub, and recent publications.

  1. Add 2–3 real testimonials or case results with names/logos near the CTA.
  2. Link a privacy policy and terms page in the footer.
  3. Show any credentials, guarantees, security or compliance badges you hold.

4. Your page title doesn’t say what you do

Replace generic 'Gaurav Singh' with a title that names expertise and intent — e.g., 'Gaurav Singh | ML Researcher & Software Developer for Physical Systems'.

  1. Write a 50–60 character <title> in the format: Primary outcome for [audience] — [Brand].
  2. Put the most-searched term first; keep the brand at the end.
  3. Make every important page's title unique — never reuse the homepage title.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Gaurav Singh | ML & Physical Systems Research
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Independent researcher & software developer building ML tools for physical systems—clarity, decarbonisation, and real-world impact. Explore applied work.
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
ML Researcher & Developer for Physical Systems

— or one of these —
- Building Interpretable ML for Real-World Physics
- Software + Mathematics for Sustainable Physical Systems
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
See Projects
JSON-LD structured data (Organization)
Where to paste: Paste this entire block right before </head> (or before </body>).
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Ink Signal, editor themes with fewer colours",
  "url": "https://gaurav-singh.info/",
  "description": "Gaurav Singh is an independent researcher and software developer specialising in machine learning applications to physical systems, including decarbonisation, auxetic materials, and transport informa…",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Machine learning for physical system modelling"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Algorithm deconstruction & visual-mathematical literacy"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Decarbonisation software for Australian heavy transport"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "ML-driven auxetic deformation analysis"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "ReRide: Motorbike personal informatics platform"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "SnapTag: Situated memory system for wellbeing"
      }
    }
  ]
}
</script>

Page-by-page findings

PageWhat to fix
/looks healthy
/ink-signallooks healthy
/cvlooks healthy
/notes/deconstructing-algorithmslooks healthy
Walk me through the 4 fixes - free

No charge and no pitch - a human reads your site and answers, usually the same day.

Rather we implement it for you? Done-for-you fix — €199

Action order

48-Hour Fix Plan

  • Clarify engagement models — e.g., 'Available for contract R&D, grant-aligned research partnerships, and open-source tooling support (fee-based or sponsored).'
  • Add a dedicated 'Work With Me' section with clear pathways: 'Collaborate on research', 'Sponsor a project', or 'Hire for development' — each linking to a tailored email template or form.
  • Add brief, concrete trust markers: 'Code and papers openly shared on GitHub and arXiv'; link to ORCID, GitHub, and recent publications.
  • Replace generic 'Gaurav Singh' with a title that names expertise and intent — e.g., 'Gaurav Singh | ML Researcher & Software Developer for Physical Systems'.

Why it matters

The fastest research collaborators, technical peers, potential sponsors or employers do not read every page. They scan the first screen, trust signals, pricing cues and how easy it is to send an email about collaboration or inquiry. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more meaningful technical engagements

You've seen the leaks, and the full plan above is yours free — every fix written out. The only thing we charge for is doing the work instead of you.

Do it yourselfFree

The complete evidence report and the prioritized, step-by-step plan for Ink Signal, editor themes with fewer colours — every fix written out with copy & code ready to paste. It is on this page. Nothing to buy, nothing to unlock.

Read the full plan ↑
Done-for-you — 48h€199

We implement the highest-impact fixes for Ink Signal, editor themes with fewer colours — metadata, schema, CTA, llms.txt, trust signals — in 48 hours. You keep every bit of the lift, no lock-in.

Have us do it — €199
Ongoing monitor€499/mo

Weekly re-checks of Ink Signal, editor themes with fewer colours + drift alerts so the fixes compound and never silently slip back.

Start monitoring

Not sure which fits? Book a free 30-min call and we'll tell you straight. · 48-hour turnaround · no lock-in · every claim verified.

Verification

The exact wording we found

Every signal below was read from your live site — nothing is estimated. We checked 4 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleGaurav Singh
Meta description119 chars
H1 heading Found 4/4
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Found
Response time234ms

Pages we checked

/
Gaurav Singh
Read
/ink-signal
Ink Signal
Read
/cv
Professional CV | Gaurav Singh
Read
/notes/deconstructing-algorithms
Deconstructing Algorithms | Gaurav Singh
Read

Questions about anything in here? Reply to the email, or reach us directly — we answer the same day.

CalendlyEmail

Who we are

Tsoden — a full-service web studio

We don't just audit — we build and rank websites end-to-end. Web development & design, plus SEO & AEO, so your business shows up in Google and in AI answers like ChatGPT, Perplexity and Gemini. This report is where we start; we can implement every fix below and grow your visibility on a full-service basis.

Web development & redesign — fast, conversion-first sites
SEO — rank in Google for what your buyers actually search
AEO — get found & cited by AI answer engines (ChatGPT, Perplexity, Gemini)
Ongoing monitoring & growth — we keep it improving
Work with Tsoden →or email support@tsoden.ai

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Disclaimer

This service is a marketing and informational tool based on public website signals. It is not legal, financial, tax, investment, security, or professional advice. Scores and recommendations are estimates, not guarantees of revenue, rankings, AI visibility, deliverability, or business outcomes. You remain responsible for reviewing, approving, and implementing any changes and for complying with laws that apply to your business.

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This audit is from 17 Sept 2026 — we re-run it fresh before we touch anything Ink Signal, editor themes with fewer colours · Grade C · 66/100
Done-for-you — €199 Walk me through the 4 fixes - free