The Scenario
You advise five institutional clients on Ethereum staking strategy. Three of them are currently deciding whether to submit new validators, and the relevant question is the same for all three: what's the activation queue, and how long will it take? You need a current snapshot — activation queue count, estimated wait, exit queue count — before the calls this afternoon. Pulling it manually means opening beaconcha.in, reading values off the page, and typing them into your Excel prep workbook by hand. Your 11 AM call is in 40 minutes.
The bad version:
- Open beaconcha.in, locate the validator queue widget on the main dashboard, read off the activation queue count
- Find the estimated wait time — it's expressed differently depending on when you look, sometimes in hours, sometimes in days
- Note the exit queue count from a different section of the page, paste all three values into your prep workbook, and realize you're not sure if the estimated wait is in hours or epochs
Advising institutional clients on timing decisions with self-typed data from a web page is not the kind of thing that holds up in a debrief.
The Easy Way: One Prompt in SheetXAI
SheetXAI is an AI agent that lives inside your Excel workbook. It calls the Beaconchain queue endpoint directly and writes all the relevant queue metrics into the cells you specify — so the data in your prep workbook is sourced, not hand-typed.
Pull the current Beaconchain queue data — entry queue count and wait estimate, exit queue count and wait estimate — into my Excel dashboard cells C2:C5
What You Get
- C2: activation queue count (number of validators waiting to activate)
- C3: estimated activation wait time in hours
- C4: exit queue count
- C5: estimated exit processing wait in hours
- Snapshot timestamp written to C6 for reference during client calls
What If the Data Is Not Quite Ready
You want the wait time expressed in days, not hours, for client communication
Fetch Beaconchain queue metrics — write activation queue count to C2, estimated activation wait converted to days to C3, exit queue count to C4, and estimated exit wait converted to days to C5 — snapshot time to C6
You need to log each queue snapshot over time to track trends across client advisory sessions
Pull the current Beaconchain queue metrics and append a new row to the Queue History worksheet with today's date, activation queue count, exit queue count, and both wait time estimates — do not overwrite existing rows
You want a recommendation cell that says whether now is a good time to submit validators based on queue length thresholds
Fetch Beaconchain queue metrics and write activation queue count to C2 and estimated wait to C3 — then write a recommendation to C5: if estimated activation wait is under 7 days write FAVORABLE, if 7 to 14 days write CAUTION, if over 14 days write WAIT
Pull the queue snapshot and generate a one-paragraph client briefing in a text cell alongside the data
Fetch Beaconchain queue data — write activation queue count, exit queue count, and estimated waits to C2:C5 — then write a two-sentence plain-English briefing to cell E2 summarizing the current queue state and estimated activation timing for a non-technical reader
Combining the data pull and the plain-language summary means you walk into the call with both the numbers and the narrative.
Try It
Get the 7-day free trial of SheetXAI and open your client advisory prep workbook, then ask SheetXAI to snapshot the current validator queue metrics before your next call. The spoke on ETH price and network state is a natural companion for pre-call prep, and the hub page covers all Beaconchain integrations available in SheetXAI.